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Question Answering

4032 directly classified papers

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Papers

Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play EMNLP 2022
Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study EMNLP 2022
Invariant Grounding for Video Question Answering CVPR 2022
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022
Episodic Memory Question Answering CVPR 2022
Decoupled Context Processing for Context Augmented Language Modeling NIPS 2022
Solving Quantitative Reasoning Problems with Language Models NIPS 2022
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler NIPS 2022
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering AAAI 2022
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering AAAI 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph AACL 2022
ParsSimpleQA: The Persian Simple Question Answering Dataset and System over Knowledge Graph AACL 2022
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base ACL 2022
Answer-level Calibration for Free-form Multiple Choice Question Answering ACL 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction ACL 2022
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction ACL 2022
S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL 2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding ACL 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data ACL 2022
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs ACL 2022
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs ACL 2022
Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022