prompts
stringlengths
81
413
metrics_response
stringlengths
0
371
What metrics were used to measure the HGCN model in the Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks paper on the Rest14 dataset?
Acc
What metrics were used to measure the gpt-3.5 finetuned model in the Large language models for aspect-based sentiment analysis paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the InstructABSA model in the InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the FS-ABSA model in the A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the GRACE model in the GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the SPAN model in the Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the RACL-BERT model in the Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the BERT-E2E-ABSA model in the Exploiting BERT for End-to-End Aspect-based Sentiment Analysis paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the DOER model in the DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the IMN model in the An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the E2E-TBSA model in the A Unified Model for Opinion Target Extraction and Target Sentiment Prediction paper on the SemEval 2014 Task 4 Subtask 1+2 dataset?
F1
What metrics were used to measure the MvP model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the MvP (muilti-task) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the DLO model in the Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the Paraphrase model in the Aspect Sentiment Quad Prediction as Paraphrase Generation paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the UnifiedABSA (multi-task) model in the UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the Extract-Classify model in the Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the TAS-BERT model in the Aspect Sentiment Quad Prediction as Paraphrase Generation paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the ChatGPT (gpt-3.5-turbo, few-shot) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the ChatGPT (gpt-3.5-turbo, zero-shot) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ACOS dataset?
F1 (Laptop), F1 (Restaurant)
What metrics were used to measure the BERT-IL Finetuned model in the Does BERT Understand Sentiment? Leveraging Comparisons Between Contextual and Non-Contextual Embeddings to Improve Aspect-Based Sentiment Models paper on the SemEval-2016 Task 5 Subtask 1 dataset?
Restaurant (Acc)
What metrics were used to measure the HAABSA model in the A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models paper on the SemEval-2016 Task 5 Subtask 1 dataset?
Restaurant (Acc)
What metrics were used to measure the HAABSA++ model in the A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention paper on the SemEval-2016 Task 5 Subtask 1 dataset?
Restaurant (Acc)
What metrics were used to measure the RGAT+ model in the Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network paper on the MAMS dataset?
Acc, Macro-F1
What metrics were used to measure the TGCN + BERT model in the Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble paper on the MAMS dataset?
Acc, Macro-F1
What metrics were used to measure the CapsNet-BERT model in the A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis paper on the MAMS dataset?
Acc, Macro-F1
What metrics were used to measure the CapsNet-BERT-DR model in the A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis paper on the MAMS dataset?
Acc, Macro-F1
What metrics were used to measure the HGCN model in the Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks paper on the Lap14 dataset?
Acc
What metrics were used to measure the HAABSA++ model in the A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention paper on the SemEval 2015 Task 12 dataset?
Restaurant (Acc)
What metrics were used to measure the InstructABSA model in the InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the FS-ABSA model in the A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the SPAN model in the Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the RACL-BERT model in the Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the BERT-E2E-ABSA model in the Exploiting BERT for End-to-End Aspect-based Sentiment Analysis paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the DOER model in the DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the IMN model in the An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the E2E-TBSA model in the A Unified Model for Opinion Target Extraction and Target Sentiment Prediction paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the Double-propagation model in the paper on the SemEval 2014 Task 4 Laptop dataset?
F1
What metrics were used to measure the MvP (multi-task) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the Seq2Path model in the Seq2Path: Generating Sentiment Tuples as Paths of a Tree paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the MvP model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the UIE model in the Unified Structure Generation for Universal Information Extraction paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the AugABSA model in the Generative Data Augmentation for Aspect Sentiment Quad Prediction paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the LEGO-ABSA (multi-task) model in the LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the DLO model in the Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the Paraphrase model in the Aspect Sentiment Quad Prediction as Paraphrase Generation paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the GAS model in the Towards Generative Aspect-Based Sentiment Analysis paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the ChatGPT (gpt-3.5-turbo, few-shot) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the ChatGPT (gpt-3.5-turbo, zero-shot) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the ASTE dataset?
F1 (L14), F1(R14), F1 (R15), F1 (R16)
What metrics were used to measure the MvP (multi-task) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the MvP model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the Paraphrase model in the Aspect Sentiment Quad Prediction as Paraphrase Generation paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the DLO model in the Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the LEGO-ABSA (multi-task) model in the LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the GAS model in the Towards Generative Aspect-Based Sentiment Analysis paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the TAS-BERT model in the Aspect Sentiment Quad Prediction as Paraphrase Generation paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the ChatGPT (gpt-3.5-turbo, few-shot) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the ChatGPT (gpt-3.5-turbo, zero-shot) model in the MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction paper on the TASD dataset?
F1 (R15), F1 (R16)
What metrics were used to measure the HAABSA model in the A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models paper on the SemEval 2015 Task 12 dataset?
Restaurant (Acc)
What metrics were used to measure the InstructABSA model in the InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis paper on the SemEval 2014 Task 4 Sub Task 1 dataset?
Laptop (F1), Restaurant (F1)
What metrics were used to measure the BERT-PT model in the BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis paper on the SemEval 2014 Task 4 Sub Task 1 dataset?
Laptop (F1), Restaurant (F1)
What metrics were used to measure the SyMux model in the Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis paper on the SemEval 2014 Task 4 Sub Task 1 dataset?
Laptop (F1), Restaurant (F1)
What metrics were used to measure the RNCRF model in the Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis paper on the SemEval 2014 Task 4 Sub Task 1 dataset?
Laptop (F1), Restaurant (F1)
What metrics were used to measure the BERT-pair-QA-B model in the Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence paper on the SemEval 2014 Task 4 Subtask 4 dataset?
Accuracy (3-way), Accuracy (4-way), Binary Accuracy
What metrics were used to measure the ATLX model in the SemEval-2014 Task 4: Aspect Based Sentiment Analysis paper on the SemEval 2014 Task 4 Subtask 4 dataset?
Accuracy (3-way), Accuracy (4-way), Binary Accuracy
What metrics were used to measure the HGCN model in the Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks paper on the Rest15 dataset?
Acc
What metrics were used to measure the BERT-pair-QA-B model in the Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence paper on the Sentihood dataset?
Aspect, Sentiment
What metrics were used to measure the BERT-pair-QA-M model in the Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence paper on the Sentihood dataset?
Aspect, Sentiment
What metrics were used to measure the Liu et al. model in the Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis paper on the Sentihood dataset?
Aspect, Sentiment
What metrics were used to measure the Sentic LSTM + TA + SA model in the Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM paper on the Sentihood dataset?
Aspect, Sentiment
What metrics were used to measure the LSTM-LOC model in the SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods paper on the Sentihood dataset?
Aspect, Sentiment
What metrics were used to measure the FACTOR model in the Detecting Deepfakes Without Seeing Any paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the RealForensics model in the Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the AVAD model in the Self-Supervised Video Forensics by Audio-Visual Anomaly Detection paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the FTCN model in the Exploring Temporal Coherence for More General Video Face Forgery Detection paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the LipForensics model in the Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the AD DFD model in the Joint Audio-Visual Deepfake Detection paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the Xception model in the FaceForensics++: Learning to Detect Manipulated Facial Images paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the AVBYOL model in the Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the VQGAN model in the Taming Transformers for High-Resolution Image Synthesis paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the AV-Lip-Sync Model model in the Lip Sync Matters: A Novel Multimodal Forgery Detector paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the Multimodal Ensemble Model model in the Lip Sync Matters: A Novel Multimodal Forgery Detector paper on the FakeAVCeleb dataset?
ROC AUC, AP, Accuracy (%)
What metrics were used to measure the Cross Efficient Vision Transformer model in the Combining EfficientNet and Vision Transformers for Video Deepfake Detection paper on the DFDC dataset?
AUC, LogLoss
What metrics were used to measure the Efficient Vision Transformer model in the Combining EfficientNet and Vision Transformers for Video Deepfake Detection paper on the DFDC dataset?
AUC, LogLoss
What metrics were used to measure the EfficientNetB4 + EfficientNetB4ST + B4Att model in the Video Face Manipulation Detection Through Ensemble of CNNs paper on the DFDC dataset?
AUC, LogLoss
What metrics were used to measure the EfficientNetB4 + EfficientNetB4ST + B4Att + B4AttST model in the Video Face Manipulation Detection Through Ensemble of CNNs paper on the FaceForensics++ dataset?
AUC, LogLoss
What metrics were used to measure the MARLIN (ViT-L) model in the MARLIN: Masked Autoencoder for facial video Representation LearnINg paper on the FaceForensics++ dataset?
AUC, LogLoss
What metrics were used to measure the MARLIN (ViT-B) model in the MARLIN: Masked Autoencoder for facial video Representation LearnINg paper on the FaceForensics++ dataset?
AUC, LogLoss
What metrics were used to measure the MARLIN (ViT-S) model in the MARLIN: Masked Autoencoder for facial video Representation LearnINg paper on the FaceForensics++ dataset?
AUC, LogLoss
What metrics were used to measure the EfficientNetB4 + EfficientNetB4ST + B4AttST model in the Video Face Manipulation Detection Through Ensemble of CNNs paper on the FaceForensics++ dataset?
AUC, LogLoss
What metrics were used to measure the BA-TFD model in the Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization paper on the LAV-DF dataset?
AUC
What metrics were used to measure the XceptionNet model in the FaceForensics++: Learning to Detect Manipulated Facial Images paper on the FaceForensics dataset?
DF, FS, FSF, NT, Real, Total Accuracy
What metrics were used to measure the ClaSP model in the ClaSP - Time Series Segmentation paper on the TSSB dataset?
Relative Change Point Distance, Covering
What metrics were used to measure the BOCD model in the Bayesian Online Changepoint Detection paper on the TSSB dataset?
Relative Change Point Distance, Covering
What metrics were used to measure the Parameter-free ClaSP model in the ClaSP -- Parameter-free Time Series Segmentation paper on the TSSB dataset?
Relative Change Point Distance, Covering
What metrics were used to measure the ESPRESSO model in the ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data paper on the TSSB dataset?
Relative Change Point Distance, Covering
What metrics were used to measure the OptEnsemble CPDE algorithm (Min+MinMax/Rank) model in the Unsupervised Offline Changepoint Detection Ensembles paper on the TEP dataset?
NAB (standard), NAB (lowFP), NAB (LowFN)
What metrics were used to measure the BinSegEnsemble CPDE algorithm (Min+MinMax/Rank) model in the Unsupervised Offline Changepoint Detection Ensembles paper on the TEP dataset?
NAB (standard), NAB (lowFP), NAB (LowFN)
What metrics were used to measure the BinSeg CPD algorithm (Mahalanobis metric) model in the Unsupervised Offline Changepoint Detection Ensembles paper on the TEP dataset?
NAB (standard), NAB (lowFP), NAB (LowFN)
What metrics were used to measure the Opt CPD algorithm (Mahalanobis metric) model in the Unsupervised Offline Changepoint Detection Ensembles paper on the TEP dataset?
NAB (standard), NAB (lowFP), NAB (LowFN)