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Question Answering

4032 directly classified papers

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Papers

Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering ACL 2025
Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025
heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data SEMEVAL 2025
Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025
Defending Against Disinformation Attacks in Open-Domain Question Answering EACL 2024
LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024
Pre-Training Methods for Question Reranking EACL 2024
LTRC-IIITH at MEDIQA-M3G 2024: Medical Visual Question Answering with Vision-Language Models NAACL 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance EACL 2024
KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR NAACL 2024
FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering EACL 2024
Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation NAACL 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024
WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models NAACL 2024
Encoding and Controlling Global Semantics for Long-form Video Question Answering EMNLP 2024
Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection EACL 2024
OUNLP at SemEval-2024 Task 9: Retrieval-Augmented Generation for Solving Brain Teasers with LLMs NAACL 2024
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL 2024
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations NAACL 2024
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024