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Question Answering

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A Little Human Data Goes A Long Way ACL 2025
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025
RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025
MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025
Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data SEMEVAL 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
I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data ACL 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering EMNLP 2025
Will Gen Z users look for evidence to verify QA System-generated answers? NAACL 2025
QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering ACL 2025
Entity Retrieval for Answering Entity-Centric Questions NAACL 2025
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering EMNLP 2025
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025
ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation ACL 2025
EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 2025
Personalized Question Answering with User Profile Generation and Compression EMNLP 2025
MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025
Context-Efficient Retrieval with Factual Decomposition NAACL 2025