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Question Answering

4032 directly classified papers

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Papers

Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data SEMEVAL 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data SEMEVAL 2025
Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering ICCV 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation EMNLP 2025
Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025
Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025
BRIT: Bidirectional Retrieval over Unified Image-Text Graph EMNLP 2025
Can LLMs Directly Retrieve Passages for Answering Questions from Qur’an? EMNLP 2025
Time to Revisit Exact Match EMNLP 2025
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG EMNLP 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025
ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking EMNLP 2025
JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025
Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025
ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding CVPR 2025
Zero-shot 3D Question Answering via Voxel-based Dynamic Token Compression CVPR 2025
Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering EMNLP 2025
Online Video Understanding: OVBench and VideoChat-Online CVPR 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty EMNLP 2025