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Question Answering

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A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025
That Ain’t Right: Assessing LLM Performance on QA in African American and West African English Dialects EMNLP 2025
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA EMNLP 2025
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
NRC Systems for the WMT2025-LRSL Shared Task EMNLP 2025
TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task EMNLP 2025
JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks AAAI 2025
What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025
Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025
Citations and Trust in LLM Generated Responses AAAI 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms AAAI 2025
RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks AAAI 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025
Explore What LLM Does Not Know in Complex Question Answering AAAI 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025
Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models AAAI 2025
Evaluating LLM Reasoning in the Operations Research Domain with ORQA AAAI 2025
Reasoning over Uncertain Text by Generative Large Language Models AAAI 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025
Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025