multi-step reasoning

Learning to Reason and Memorize with Self-Notes NeurIPS 2023 Modularized Zero-shot VQA with Pre-trained Models ACL 2023 MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ACL 2023 OpenAGI: When LLM Meets Domain Experts NeurIPS 2023 PaLM: Scaling Language Modeling with Pathways JMLR 2023 ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness EMNLP 2023 Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models ACL 2023 Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023 Self-Supervised Behavior Cloned Transformers are Path Crawlers for Text Games EMNLP 2023 Specializing Smaller Language Models towards Multi-Step Reasoning ICML 2023 Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models EMNLP 2023 When Do Decompositions Help for Machine Reading? EMNLP 2023 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering NAACL 2022 Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022 Iteratively Prompt Pre-trained Language Models for Chain of Thought EMNLP 2022 NS3: Neuro-symbolic Semantic Code Search NeurIPS 2022 Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts EMNLP 2022 Teaching Neural Module Networks to Do Arithmetic COLING 2022 DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue ACL 2021 Explaining Answers with Entailment Trees EMNLP 2021 FinQA: A Dataset of Numerical Reasoning over Financial Data EMNLP 2021 Off-Belief Learning ICML 2021 Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding EMNLP 2021 SeqDialN: Sequential Visual Dialog Network in Joint Visual-Linguistic Representation Space ACL 2021