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

Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025

A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding NAACL 2025

Retrieving Support to Rank Answers in Open-Domain Question Answering EMNLP 2025

Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025

AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence NAACL 2025

Making Language Models Robust Against Negation NAACL 2025

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025

Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025

SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025

FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models NAACL 2025

Entropy-Based Decoding for Retrieval-Augmented Large Language Models NAACL 2025

Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025

VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning NAACL 2025

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025

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

Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025

D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025

Fin-DBQA Shared-task: Database Querying and Reasoning COLING 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025

On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025

TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025

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

RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering NAACL 2025

ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025

The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025