Question Answering

Generate rather than Retrieve: Large Language Models are Strong Context Generators ICLR 2023 Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023 Leveraging Large Language Models for Multiple Choice Question Answering ICLR 2023 Model Analysis & Evaluation for Ambiguous Question Answering ACL 2023 MoQA: Benchmarking Multi-Type Open-Domain Question Answering ACL 2023 MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering ACL 2023 Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023 QAID: Question Answering Inspired Few-shot Intent Detection ICLR 2023 Query Refinement Prompts for Closed-Book Long-Form QA ACL 2023 Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023 Recitation-Augmented Language Models ICLR 2023 RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL 2023 Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023 Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023 Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering ACL 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph ICLR 2023 VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering ACL 2023 ANNA: Enhanced Language Representation for Question Answering ACL 2022 ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering EMNLP 2022 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Episodic Memory Question Answering CVPR 2022 FigurativeQA: A Test Benchmark for Figurativeness Comprehension for Question Answering EMNLP 2022 Generating Coherent Narratives with Subtopic Planning to Answer How-to Questions EMNLP 2022 Implicit Relation Linking for Question Answering over Knowledge Graph ACL 2022