multi-hop reasoning

Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023 Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023 ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023 Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023 CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs EACL 2023 DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis EACL 2023 Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023 DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023 Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023 Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023 Enhancing Structured Evidence Extraction for Fact Verification EMNLP 2023 EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification EMNLP 2023 Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning AAAI 2023 FactKG: Fact Verification via Reasoning on Knowledge Graphs ACL 2023 Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision EMNLP 2023 Improving Question Generation with Multi-level Content Planning EMNLP 2023 Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ACL 2023 JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023 Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023 Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning EMNLP 2023 MarkQA: A large scale KBQA dataset with numerical reasoning EMNLP 2023 Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023 Memory Injections: Correcting Multi-Hop Reasoning Failures During Inference in Transformer-Based Language Models EMNLP 2023 Multi-hop Evidence Retrieval for Cross-document Relation Extraction ACL 2023 Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023