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Question Answering

4032 directly classified papers

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Papers

Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025
Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data SEMEVAL 2025
Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025
MOD-KG: MultiOrgan Diagnosis Knowledge Graph IJCNLP 2025
Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025
UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025
Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025
CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025
QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform AAAI 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025
Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication IJCNLP 2025
How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ACL 2025
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models COLING 2025
LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025
Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025
KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025