Reasoning

JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023 Joint Semantic and Strategy Matching for Persuasive Dialogue EMNLP 2023 KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation CVPR 2023 Knowledge-Augmented Language Model Verification EMNLP 2023 LAMBADA: Backward Chaining for Automated Reasoning in Natural Language ACL 2023 LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas NeurIPS 2023 Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought ICLR 2023 Language models are multilingual chain-of-thought reasoners ICLR 2023 Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NeurIPS 2023 Language Models can Solve Computer Tasks NeurIPS 2023 Large Language Models are Better Reasoners with Self-Verification EMNLP 2023 Large Language Models as Commonsense Knowledge for Large-Scale Task Planning NeurIPS 2023 Large Language Models Can Self-Improve EMNLP 2023 LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application ACL 2023 Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023 Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning AAAI 2023 Learning Constrained Structured Spaces with Application to Multi-Graph Matching AISTATS 2023 Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions ICLR 2023 Learning Program Synthesis for Integer Sequences from Scratch AAAI 2023 Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023 LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023 Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023 Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023 Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning EMNLP 2023 LGI-GT: Graph Transformers with Local and Global Operators Interleaving IJCAI 2023