Question Answering

Knowledge Transfer between Structured and Unstructured Sources for Complex Question Answering NAACL 2022 Knowledge Transfer from Answer Ranking to Answer Generation EMNLP 2022 KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022 LaTr: Layout-Aware Transformer for Scene-Text VQA CVPR 2022 Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022 Learning To Answer Questions in Dynamic Audio-Visual Scenarios CVPR 2022 Learning to Ask Like a Physician NAACL 2022 Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts NAACL 2022 Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022 Learning to Explain Selectively: A Case Study on Question Answering EMNLP 2022 Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation EMNLP 2022 Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning ACL 2022 Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction ACL 2022 Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NeurIPS 2022 Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022 LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022 LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022 Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022 Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022 Logical Story Representations via FrameNet + Semantic Parsing NAACL 2022 LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022 Long Context Question Answering via Supervised Contrastive Learning NAACL 2022 longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks. NAACL 2022 LongT5: Efficient Text-To-Text Transformer for Long Sequences NAACL 2022 Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022