- (Almost) Free Modality Stitching of Foundation Models
- 1+1_2_ A Synergistic Sparse and Low-Rank Compression Method for Large Language Models
- 2Columns1Row_ A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning
- 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
- 3DS_ Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
- 3MDBench_ Medical Multimodal Multi-agent Dialogue Benchmark
- 3R_ Enhancing Sentence Representation Learning via Redundant Representation Reduction
- A Benchmark for Hindi Verb-Argument Structure Alternations
- A Benchmark for Translations Across Styles and Language Variants
- A Case Against Implicit Standards_ Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script.
- A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search
- A Causal Lens for Evaluating Faithfulness Metrics
- A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
- A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
- A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations
- A Comprehensive Literary Chinese Reading Comprehension Dataset with an Evidence Curation Based Solution
- A Comprehensive Survey on Learning from Rewards for Large Language Models_ Reward Models and Learning Strategies
- A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare
- A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers
- A Computational Simulation of Language Production in First Language Acquisition
- A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
- A Decoupled Multi-Agent Framework for Complex Text Style Transfer
- A Dynamic Fusion Model for Consistent Crisis Response
- A Fully Probabilistic Perspective on Large Language Model Unlearning_ Evaluation and Optimization
- A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling
- A Generative Framework for Personalized Sticker Retrieval
- A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems
- A Good Plan is Hard to Find_ Aligning Models with Preferences is Misaligned with What Helps Users
- A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models
- A Group Fairness Lens for Large Language Models
- A Head to Predict and a Head to Question_ Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
- A Knapsack by Any Other Name_ Presentation impacts LLM performance on NP-hard problems
- A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
- A Middle Path for On-Premises LLM Deployment_ Preserving Privacy Without Sacrificing Model Confidentiality
- A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis
- A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection
- A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse
- A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications
- A Necessary Step toward Faithfulness_ Measuring and Improving Consistency in Free-Text Explanations
- A Position Paper on the Automatic Generation of Machine Learning Leaderboards
- A Probabilistic Inference Scaling Theory for LLM Self-Correction
- A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages
- A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making
- A Similarity Measure for Comparing Conversational Dynamics
- A Simple Yet Effective Method for Non-Refusing Context Relevant Fine-grained Safety Steering in LLMs
- A Structured Framework for Evaluating and Enhancing Interpretive Capabilities of Multimodal LLMs in Culturally Situated Tasks
- A Survey of Cognitive Distortion Detection and Classification in NLP
- A Survey of Link Prediction in N-ary Knowledge Graphs
- A Survey of Multilingual Reasoning in Language Models
- A Survey of Pun Generation_ Datasets, Evaluations and Methodologies