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Question Answering

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ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025
Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025
How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? EMNLP 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025
Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025
DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications EMNLP 2025
Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025
GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025
LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025
Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025
Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA SEMEVAL 2025
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025
Citations and Trust in LLM Generated Responses AAAI 2025
Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025
What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025
JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025
EgoLife: Towards Egocentric Life Assistant CVPR 2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs NAACL 2025