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

How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022

MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022

An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022

BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022

Weakly Supervised Formula Learner for Solving Mathematical Problems COLING 2022

CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers COLING 2022

CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022

Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022

Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022

Case-Based Abductive Natural Language Inference COLING 2022

Teaching Neural Module Networks to Do Arithmetic COLING 2022

Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022

Multi-VQG: Generating Engaging Questions for Multiple Images EMNLP 2022

Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation EMNLP 2022

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022

Cross-document Event Coreference Search: Task, Dataset and Modeling EMNLP 2022

Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022

Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022

Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022

Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022

Can AMR Assist Legal and Logical Reasoning? EMNLP 2022

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation EMNLP 2022

BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types EMNLP 2022

Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022

Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022