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Question Answering

4032 directly classified papers

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Papers

LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025
Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025
FENJI at SemEval-2025 Task 3: Retrieval-Augmented Generation and Hallucination Span Detection SEMEVAL 2025
DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025
ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SEMEVAL 2025
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry ACL 2025
Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025
Mind the Gap: Static and Interactive Evaluations of Large Audio Models ACL 2025
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SEMEVAL 2025
Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025
MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset ACL 2025
Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024 ACL 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025
sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models SEMEVAL 2025
FACT5: A Novel Benchmark and Pipeline for Nuanced Fact-Checking of Complex Statements ACL 2025
Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models SEMEVAL 2025
Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025
GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025
Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ACL 2025
Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025
MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025
razreshili at ArchEHR-QA 2025: Contrastive Fine-Tuning for Retrieval-Augmented Biomedical QA ACL 2025
CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ACL 2025