Question Answering

Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022 Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach ACL 2022 Is a Question Decomposition Unit All We Need? EMNLP 2022 KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022 KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data ACL 2022 Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering EMNLP 2022 Mention Memory: incorporating textual knowledge into Transformers through entity mention attention ICLR 2022 On the Robustness of Question Rewriting Systems to Questions of Varying Hardness ACL 2022 Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022 Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022 Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022 semiPQA: A Study on Product Question Answering over Semi-structured Data ACL 2022 Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering ACL 2022 TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022 Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement EMNLP 2022 Video Language Co-Attention with Multimodal Fast-Learning Feature Fusion for VideoQA ACL 2022 Weakly Supervised Context-based Interview Question Generation EMNLP 2022 Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval ICLR 2021 Distilling Knowledge from Reader to Retriever for Question Answering ICLR 2021 FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models EMNLP 2021 Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021 Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP 2021 Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021 Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization EMNLP 2021 MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset EMNLP 2021