Reasoning

Bilateral Gradual Semantics for Weighted Argumentation AAAI 2024 Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SemEval 2024 BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024 Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024 Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024 Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree EMNLP 2024 Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds JMLR 2024 Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024 Can Language Models Learn to Skip Steps? NeurIPS 2024 Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration EMNLP 2024 Can Large Language Models Reason About Goal-Oriented Tasks? EACL 2024 Can LLM Graph Reasoning Generalize beyond Pattern Memorization? EMNLP 2024 Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024 Can LLMs Reason in the Wild with Programs? EMNLP 2024 Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024 Can LLMs Understand the Implication of Emphasized Sentences in Dialogue? EMNLP 2024 Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models CVPR 2024 Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024 Case-Based or Rule-Based: How Do Transformers Do the Math? ICML 2024 CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024 CausalBench: A Comprehensive Benchmark for Evaluating Causal Reasoning Capabilities of Large Language Models ACL 2024 CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NeurIPS 2024 Causal Graph Modeling with Deep Neural Engines for Strong Abstract Reasoning in Language and Vision IJCAI 2024 Causal language modeling can elicit search and reasoning capabilities on logic puzzles NeurIPS 2024 CEGAR-Based Approach for Solving Combinatorial Optimization Modulo Quantified Linear Arithmetics Problems AAAI 2024