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Question Answering

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Papers

Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering IJCAI 2021
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge NAACL 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering ACL 2021
What’s in a Name? Answer Equivalence For Open-Domain Question Answering EMNLP 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora EMNLP 2021
MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset EMNLP 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models EMNLP 2021
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021
Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting ACL 2021
Learning to Perturb Word Embeddings for Out-of-distribution QA ACL 2021
Complex Question Answering on knowledge graphs using machine translation and multi-task learning EACL 2021
Representations for Question Answering from Documents with Tables and Text EACL 2021
Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ACL 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering IJCNLP 2021
KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021
Unanswerable Question Correction in Question Answering over Personal Knowledge Base AAAI 2021
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention AAAI 2021
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions AAAI 2021
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections ACL 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ACL 2021
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering ACL 2021
RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering NAACL 2021
Attribute Value Generation from Product Title using Language Models ACL 2021
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog ACL 2021