Question Answering

RAPPER: Reinforced Rationale-Prompted Paradigm for Natural Language Explanation in Visual Question Answering ICLR 2024 RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval ICLR 2024 Rationale-Aware Answer Verification by Pairwise Self-Evaluation EMNLP 2024 REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation ACL 2024 REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024 Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024 Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning ICLR 2024 Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024 ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024 Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models ICLR 2024 RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NeurIPS 2024 RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation EMNLP 2024 Rethinking Generative Large Language Model Evaluation for Semantic Comprehension ICML 2024 Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models EMNLP 2024 RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions ACL 2024 RetLLM-E: Retrieval-Prompt Strategy for Question-Answering on Student Discussion Forums AAAI 2024 Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024 Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios NAACL 2024 Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024 Retrieval-based Question Answering with Passage Expansion Using a Knowledge Graph COLING 2024 Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models NAACL 2024 Retrieval meets Long Context Large Language Models ICLR 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation EMNLP 2024 Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision EMNLP 2024