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

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025

LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025

REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models SEMEVAL 2025

BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025

QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings ACL 2025

Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025

Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025

A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025

Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025

ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models COLING 2025

LLMs on interactive feature collections with implicit dynamic decision strategy COLING 2025

RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents COLING 2025

Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025

ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025

Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models COLING 2025

Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025

Reasoning with Trees: Faithful Question Answering over Knowledge Graph COLING 2025

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025

MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025

QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs COLING 2025

GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering COLING 2025

BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language COLING 2025

Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data COLING 2025

CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025

Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data SEMEVAL 2025