data_source stringclasses 1 value | prompt listlengths 1 1 | response stringclasses 1 value | reward_model dict | ability stringclasses 1 value | extra_info dict |
|---|---|---|---|---|---|
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Rhetorical Structure Theory (RST)**: A discourse framework that articulates interrelationships among sentences in a document.\n\n#... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 277,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**RLHF**: Reinforcement Learning from Human Feedback, improving model performance based on user interactions.\n\n## Relevant Researc... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 68,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**AVS-Object / AVS-Semantic**: Datasets consisting of videos and corresponding audio for evaluating AVS tasks, focusing on audiovisu... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 513,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**TruthfulQA**: A benchmark assessing the truthfulness of language model responses.\n\n## Relevant Research\n**Appearance-invariant ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 188,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Management Control**: A function that helps organizations achieve strategic objectives by monitoring and regulating performance.\n... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 271,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**PoSE (Positional Skip-wisE)**: A training method that manipulates position indices to extend the context window of LLMs efficientl... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 236,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**VMC (Video Motion Customization)**: Framework for generating videos with the same motion in different contexts, utilizing motion d... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 88,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 28: vision-language_models, mmagibenchmark, multi-modality_arena...**: nan\n\n## Relevant Research\n**Semantic Cl... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 677,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**WordNet**: A lexical database used to enhance language descriptions with semantic relationships.; A lexical database that provides... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 117,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Multi-task Learning**: The process through which a model learns and generalizes across various tasks without needing fine-tuning.\... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 125,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 7: bleu, bleu_score, bleu-4**: nan\n\n## Relevant Research\n**Semantic Cluster 35: balanced_accuracy, evaluation_... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 656,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Few-shot learning**: A paradigm where the model is trained on a small number of examples from a new task.; A method that enables m... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 289,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Full-length fine-tuning**: A method of fine-tuning LLMs using the entire target context length, resulting in high computational co... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 238,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Fine-tuning Large Language Models with Human-inspired Learning Strategies in Medical Question Answering**: nan\n\n## Relevant Rese... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 0,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Ml Framework**: nan\n\n## Relevant Research\n**FVD (Fréchet Video Distance)** - Key concepts: FVD (Fréchet Video Distance)\n**BARD... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 787,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**LLaMA/LLaMA2**: Smaller language models finetuned on generated data for navigation tasks.\n\n## Relevant Research\n**Datasets** - ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 383,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 47: hotpotqa, qasper, multi-hop_reasoning**: nan\n\n## Relevant Research\n**Root Mean Square Error (RMSE)** - Key... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 696,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Feature Extraction**: The process of transforming raw data into a set of usable features for machine learning models.\n\n## Releva... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 464,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**DMRST**: An external RST parser used to parse source documents and extract discourse relations.\n\n## Relevant Research\n**Behavio... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 278,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**MS COCO**: A dataset containing common object categories, used as a baseline for safety assessments.\n\n## Relevant Research\n**Na... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 623,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**K-LITE**: A knowledge-augmented language-image training and evaluation approach for improving visual model transferability.; A pro... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 116,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Long context**: Refers to input sequences that exceed typical lengths, often requiring specialized handling in language models.\n\... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 228,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**U-Net**: A type of convolutional network used for image segmentation and translation.\n\n## Relevant Research\n**Union-based injec... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 603,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Prompt-based Fine-tuning**: A method that reformulates tasks to leverage pre-trained knowledge through prompts.\n\n## Relevant Res... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 549,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Vicuna**: The language model decoder in the Video-ChatGPT architecture.\n\n## Relevant Research\n**Predictive Analytics** - Key co... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 433,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Data Centralization**: The process of consolidating data into a single database for improved access and accuracy.\n\n## Relevant R... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 274,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Attribute External Knowledge**: Class properties that can be described using categorical, boolean, or real values, enhancing repre... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 318,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Style-Backdoor**: A type of backdoor attack that adds a specified style attribute to generated images.\n\n## Relevant Research\n**... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 643,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Primary RL Agent**: The main agent interacting with the environment to solve tasks.\n\n## Relevant Research\n**Instruction tuning*... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 144,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Text-to-Text API**: An interface used for invoking tools and generating outputs based on tool results.\n\n## Relevant Research\n**... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 576,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**OpenCV**: An open-source computer vision library used for image processing tasks.\n\n## Relevant Research\n**Zero-shot learning (Z... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 507,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 73: sam, maskcomp, mask2former**: nan\n\n## Relevant Research\n**ScienceQA** - Key concepts: ScienceQA\n**Semanti... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 722,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**LAMA**: A benchmark for evaluating language models on factual knowledge and reasoning tasks.\n\n## Relevant Research\n**Midjourney... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 584,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Fast Marching Method (FMM)**: A local policy used for path planning to the long-term goal.\n\n## Relevant Research\n**DreamBooth**... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 369,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Mean Absolute Error (MAE)**: A metric used to evaluate the accuracy of predictions made by AI models.\n\n## Relevant Research\n**N... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 268,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 103: articulation_flow, articulation_projection**: nan\n\n## Relevant Research\n**ROUGE** - Key concepts: ROUGE\n... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 752,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Sentiment Labels**: Annotations categorizing utterances into positive, neutral, or negative sentiments.\n\n## Relevant Research\n*... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 307,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Wav2vec 2.0**: A self-supervised speech encoder used for extracting speech features.\n\n## Relevant Research\n**EHR** - Key concep... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 310,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**EpicKitchens-100**: Dataset for online action prediction with long cooking activity videos.\n\n## Relevant Research\n**Semantic Cl... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 450,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Imagen 3**: nan\n\n## Relevant Research\n**NLI (Natural Language Inference)** - Key concepts: NLI (Natural Language Inference)\n**... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 46,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Knowledge Distillation**: A technique for transferring knowledge from a teacher model to a student model.; Transferring knowledge ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 349,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Co-NavGPT**: A framework that integrates Large Language Models (LLMs) for multi-robot cooperative visual target navigation.\n\n## ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 371,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Iterative Mask Denoising (IMD)**: A process that alternates between generation and segmentation stages to refine object masks.\n\n... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 522,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**InfoXLM**: A multilingual model that integrates structured data into its pretraining process.\n\n## Relevant Research\n**Drug-GPT ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 261,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**User-Centric Evaluation**: An approach that focuses on the user's ability to assess and interact with AI-generated content.\n\n## ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 195,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Diffusion Family**: nan\n\n## Relevant Research\n**Autoregressive Conditioning** - Key concepts: Autoregressive Conditioning\n**Vi... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 795,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 19: grounding_dino, fine-grained_vision-language_correlation**: nan\n\n## Relevant Research\n**Semantic Cluster 5... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 668,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Counterfactual Multi-Agent Policy Gradients (COMA)**: A reinforcement learning algorithm used to address the credit assignment pro... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 107,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**MedDialog**: A dataset of\n\n## Relevant Research\n**Understanding** - Key concepts: Understanding\n**Falsehoods Dataset** - Key c... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 59,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**String format**: A more flexible format for tool-calling requests.\n\n## Relevant Research\n**Multi-Agent Informative Path Plannin... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 598,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Sentence-BERT**: Tool used to calculate similarity for evaluation metrics.\n\n## Relevant Research\n**Ai Model** - Key concepts: A... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 595,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Multi-UAV Systems**: Systems involving multiple unmanned aerial vehicles designed for collaborative tasks.\n\n## Relevant Research... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 100,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Video Object Segmentation and Tracking (VOST)**: The combined task of pixel-level segmentation and tracking of objects in video.\n... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 506,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 65: speech_embeddings, audio_q-former, glove_embeddings**: nan\n\n## Relevant Research\n**Semantic Cluster 48: dr... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 714,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**CCNet**: A dataset used for language modeling and augmenting with API calls.\n\n## Relevant Research\n**BERT Model** - Key concept... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 582,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Differential Neural Computer (DNC)**: Memory-augmented model for processing long and short input sequences.\n\n## Relevant Researc... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 453,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Falsehoods Dataset**: A dataset created to test the ability of models to handle incorrect claims.\n\n## Relevant Research\n**Conte... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 179,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**ParalinGPT**: A paralinguistics-enhanced Generative Pretrained Transformer model designed for spoken dialogue generation.\n\n## Re... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 304,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Commonsense Reasoning**: Reasoning tasks involving everyday knowledge (e.g., CSQA, StrategyQA, CommonsenseQA).\n\n## Relevant Rese... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 428,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 108: json_format, string_format**: nan\n\n## Relevant Research\n**AggreFact** - Key concepts: AggreFact\n**Full-l... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 757,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Speech Model**: nan\n\n## Relevant Research\n**EHR** - Key concepts: EHR\n**Latent Optimization** - Key concepts: Latent Optimizat... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 766,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Image Completion Environment**: An environment where an agent learns to complete an image from partial data.\n\n## Relevant Resear... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 149,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Combinatorial Generalization**: The ability of a model to generalize across different subgoals and tasks using combinatorial strat... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 124,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Concept-erased diffusion**: A method to suppress NSFW concepts in image generation.\n\n## Relevant Research\n**Semantic Cluster 10... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 633,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 44: trojansql, nouveau-token_backdoor_attack, legacy-token_backdoor_attack**: nan\n\n## Relevant Research\n**Unsa... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 693,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**LLM-Eval**: A methodology for evaluating open-domain dialogues generated by LLMs.\n\n## Relevant Research\n**LAW OF VISION REPRESE... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 185,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 2: knowledge_graphs, factscore, knowledge_graph...**: nan\n\n## Relevant Research\n**Motion Primitives** - Key co... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 651,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**GMAI**: Generalist Medical AI models capable of performing diverse medical tasks with minimal labeled data.\n\n## Relevant Researc... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 50,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Vowel Classification**: The categorization of vowel sounds based on specific criteria in speech recognition systems.\n\n## Relevan... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 467,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Multimodal Task**: nan\n\n## Relevant Research\n**CC595k** - Key concepts: CC595k\n**Semantic Cluster 48: dragon, contriever** - K... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 785,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Stable Diffusion**: A diffusion model referenced as a baseline for comparison in image generation tasks.; A text-to-image diffusio... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 527,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Object Detection (OD)**: A computer vision task that involves identifying and localizing objects within images.\n\n## Relevant Res... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 321,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Zero-Shot Classification**: A capability allowing a model to classify images without having seen examples from the target class.\n... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 353,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 86: human_evaluation, syphus**: nan\n\n## Relevant Research\n**Simulation Environment** - Key concepts: Simulatio... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 735,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Generative model**: A model enabling language generation from visual observations and predictions.; A model capable of generating ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 142,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Cost-Utility Approach**: A scoring method used to evaluate the relevance of frontier cells.\n\n## Relevant Research\n**Memory Bank... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 370,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**DreamerV3**: A model-based reinforcement learning algorithm used as a foundation for Dynalang.\n\n## Relevant Research\n**Content-... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 141,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**MMAGIBenchmark**: A benchmark for evaluating the performance of vision-language models on perception and reasoning tasks.\n\n## Re... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 399,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**IIT-CDIP**: A dataset used for training LayoutXLM, consisting of multilingual document images.\n\n## Relevant Research\n**Sample-W... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 263,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Image Classification (IC)**: A core computer vision problem where the objective is to categorize images based on learned concepts.... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 320,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization**: nan\n\n## Relevant Research\n**... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 19,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Cross-Examination**: A method inspired by legal practices to identify inconsistencies in claims.\n\n## Relevant Research\n**OpenRe... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 172,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 1: flan-palm, flan-palm_540b**: nan\n\n## Relevant Research\n**MPC-style controller** - Key concepts: MPC-style c... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 650,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Vision Representation**: The process of learning and encoding visual information in a way that is transferable to various tasks.\n... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 312,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**ROUGE-L**: A metric for evaluating the similarity between generated and reference text, used for filtering instructions.\n\n## Rel... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 390,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 92: video-chatgpt, vicuna, valley...**: nan\n\n## Relevant Research\n**LVU** - Key concepts: LVU\n**Mutual Reason... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 741,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Improvement Speaker Similarity for Zero-Shot Any-to-Any Voice Conversion of Whispered and Regular Speech**: nan\n\n## Relevant Res... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 12,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Visual instruction tuning**: A training methodology that aligns visual and textual features to improve model response to human ins... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 407,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Adapter-based methods**: Techniques that allow the integration of different modalities without extensive retraining of pre-trained... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 408,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Switchboard-1 corpus**: A dataset containing spontaneous spoken dialogues used for training and evaluation.\n\n## Relevant Researc... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 305,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**mIOU (mean Intersection over Union)**: A metric for evaluating segmentation tasks.\n\n## Relevant Research\n**Ablation Studies** -... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 354,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**OpenResearcher: Unleashing AI for Accelerated Scientific Research**: nan\n\n## Relevant Research\n**Video Object Segmentation and ... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 25,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**ToolBench**: A holistic evaluation method for LLMs.\n\n## Relevant Research\n**Distance to Goal (DTG)** - Key concepts: Distance t... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 596,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**EXAMINEE**: The LM that generates a claim to be evaluated for factual accuracy.\n\n## Relevant Research\n**String format** - Key c... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 169,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM**: nan\n\n## Relevant Research\n**Cross-modal... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 38,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Natural Questions Dataset**: A dataset that includes real user queries to assess factual answering.\n\n## Relevant Research\n**Ada... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 175,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**S2-Attn**: A shifted sparse attention mechanism introduced to improve context handling during training.\n\n## Relevant Research\n*... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 245,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**RNN-T**: A type of end-to-end automatic speech recognition model that uses a recurrent neural network for transduction of audio to... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 298,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Semantic Cluster 15: fid, fvd, fréchet_inception_distance**: nan\n\n## Relevant Research\n**BERT** - Key concepts: BERT\n**Text-to... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 664,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} | |
scientific_discovery | [
{
"content": "# Scientific Discovery Task\n\nIdentify key limitations in the current research on these topics and propose innovative solutions to address them.\n\n## Key Entities\n**Vision-to-Language Adapter**: A module that facilitates the connection between visual features and textual representations in MLLM... | {
"ground_truth": "",
"style": "rule"
} | Scientific_Discovery | {
"index": 416,
"split": "train",
"cross_domain": false,
"entities": [],
"papers": [],
"task_type": ""
} |
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