question answering

2904 papers

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Also known as

MCQ VIDEOQA QA QA OR NULL KGQA Q&A DOCQA ODQA Q/A CQA QNA PQA WHY-QA MCQA MRC KBQA VQA

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) information retrieval (1493) knowledge graph (1795) language model (4573) machine reading comprehension (430) reading comprehension (372) multi-hop reasoning (400) text generation (2903) knowledge base (801)

Papers

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering NAACL 2021

ParaShoot: A Hebrew Question Answering Dataset EMNLP 2021

GANDALF: a General Character Name Description Dataset for Long Fiction EMNLP 2021

Team JARS: DialDoc Subtask 1 - Improved Knowledge Identification with Supervised Out-of-Domain Pretraining IJCNLP 2021

Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering EMNLP 2021

Semantic Answer Similarity for Evaluating Question Answering Models EMNLP 2021

A Free Format Legal Question Answering System EMNLP 2021

Robustifying Multi-hop QA through Pseudo-Evidentiality Training IJCNLP 2021

Learning from Limited Labels for Long Legal Dialogue EMNLP 2021

Memory-efficient Transformers via Top-k Attention EMNLP 2021

Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021

Summary-Oriented Question Generation for Informational Queries IJCNLP 2021

Just Ask! Evaluating Machine Translation by Asking and Answering Questions EMNLP 2021

MTEQA at WMT21 Metrics Shared Task EMNLP 2021

Coreference Reasoning in Machine Reading Comprehension IJCNLP 2021

GooAQ: Open Question Answering with Diverse Answer Types EMNLP 2021

Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021

Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering IJCNLP 2021

Efficient Passage Retrieval with Hashing for Open-domain Question Answering IJCNLP 2021

Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering ACL 2021

IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation IJCNLP 2021

A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering IJCNLP 2021

A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections IJCNLP 2021

Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021

Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ACL 2021