Reasoning

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate EMNLP 2024 End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ACL 2024 End-to-End Learning of LTLf Formulae by Faithful LTLf Encoding AAAI 2024 Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024 Enhancing LLM Reasoning via Vision-Augmented Prompting NeurIPS 2024 Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024 Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus NeurIPS 2024 Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024 Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024 Epistemology of Language Models: Do Language Models Have Holistic Knowledge? ACL 2024 ESCoT: Towards Interpretable Emotional Support Dialogue Systems ACL 2024 Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models ICML 2024 Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024 Evaluating Numerical Reasoning in Text-to-Image Models NeurIPS 2024 Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ACL 2024 Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024 EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024 EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024 Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch NeurIPS 2024 Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024 Explicit Inductive Inference using Large Language Models EMNLP 2024 Exploiting Code Symmetries for Learning Program Semantics ICML 2024 Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024 EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning EMNLP 2024 Exploring Chain-of-Thought for Multi-modal Metaphor Detection ACL 2024