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

Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer? NAACL 2025

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025

Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations NAACL 2025

AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge NAACL 2025

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering NAACL 2025

HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025

FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025

AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data ACL 2025

Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation AACL 2025

MASTER: A Multi-Agent System with LLM Specialized MCTS NAACL 2025

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

Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data ACL 2025

Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs NAACL 2025

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

SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025

Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025

UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025

Social Bias in Popular Question-Answering Benchmarks AACL 2025

What You See is What You Ask: Evaluating Audio Descriptions EMNLP 2025

A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025

No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. AACL 2025

Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025

Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025

SAHA: Samvad AI for Healthcare Assistance IJCNLP 2025

CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025