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

Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025

CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era ACL 2025

Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025

Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025

RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025

DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025

NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA IJCNLP 2025

ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SEMEVAL 2025

EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025

UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025

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

Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025

Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis ACL 2025

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

UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025

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

COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 2025

ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025

MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025

Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025

Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data EMNLP 2025