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

Joint Passage Ranking for Diverse Multi-Answer Retrieval EMNLP 2021

HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021

Explanations for CommonsenseQA: New Dataset and Models IJCNLP 2021

Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP ACL 2021

On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL 2021

Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021

ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021

Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021

Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021

Discrete Cosine Transform as Universal Sentence Encoder ACL 2021

Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ACL 2021

ESRA: Explainable Scientific Research Assistant ACL 2021

DialDoc 2021 Shared Task: Goal-Oriented Document-grounded Dialogue Modeling ACL 2021

Attribute Value Generation from Product Title using Language Models ACL 2021

BiQuAD: Towards QA based on deeper text understanding ACL 2021

Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021

The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021

What Can a Generative Language Model Answer About a Passage? EMNLP 2021

REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement AAAI 2021

Robust Question Answering Through Sub-part Alignment NAACL 2021

Explainable Multi-hop Verbal Reasoning Through Internal Monologue NAACL 2021

Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering INTERSPEECH 2021

A Semantic-based Method for Unsupervised Commonsense Question Answering IJCNLP 2021

Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021

KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021