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Question Answering

4032 directly classified papers

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Papers

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025
TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025
Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025
Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025
SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025
MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025
XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025
How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025
SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs EMNLP 2025
NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
Retrieving Support to Rank Answers in Open-Domain Question Answering EMNLP 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025
ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025
Grahak-Nyay: Consumer Grievance Redressal through Large Language Models IJCNLP 2025