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Question Answering

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KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025
ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025
Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025
ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering ICCV 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025
Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025
Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025
Loyola at ArchEHR-QA 2025: Exploring Unsupervised Attribution of Generated Text: Attention and Clustering-Based Methods ACL 2025
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering EMNLP 2025
Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA ACL 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data ACL 2025
Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025
SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering ACL 2025
VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025
ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025
RETAIL: Towards Real-world Travel Planning for Large Language Models EMNLP 2025
FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025