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Question Answering

4032 directly classified papers

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Papers

ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ACL 2025
Where is this coming from? Making groundedness count in the evaluation of Document VQA models NAACL 2025
No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ACL 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
Vision-Language Models Struggle to Align Entities across Modalities ACL 2025
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025
Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data ACL 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025
Investigating Language Preference of Multilingual RAG Systems ACL 2025
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025
NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025
A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025
CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025
IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data ACL 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ACL 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA ACL 2025
Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data ACL 2025
DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025