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Question Answering

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Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025
Mind_Matrix at CQs-Gen 2025: Adaptive Generation of Critical Questions for Argumentative Interventions ACL 2025
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025
Enhancing Temporal Understanding in LLMs for Semi-structured Tables NAACL 2025
Where is this coming from? Making groundedness count in the evaluation of Document VQA models NAACL 2025
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025
The Role of Prosody in Spoken Question Answering NAACL 2025
A Dataset of Ancient Chinese Math Word Problems and an Application for Research in Historic Mathematics NAACL 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025
Will Gen Z users look for evidence to verify QA System-generated answers? NAACL 2025
Entity Retrieval for Answering Entity-Centric Questions NAACL 2025
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025
EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 2025
MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025