← Applications
Natural Language Processing › Applications ›

Question Answering

4032 directly classified papers

Papers per year

Papers

Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering CVPR 2025
Long Context Benchmark for the Russian Language EMNLP 2025
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025
PerLA: Perceptive 3D Language Assistant CVPR 2025
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025
Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025
Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method ICCV 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025
AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering ICCV 2025
VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL ACL 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering EMNLP 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025
ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025
If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition EMNLP 2025
NRC Systems for the WMT2025-LRSL Shared Task EMNLP 2025
Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs CVPR 2025
AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering EMNLP 2025
Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards EMNLP 2025
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025
Re-FRAME the Meeting Summarization SCOPE: Fact-Based Summarization and Personalization via Questions EMNLP 2025
You Only Use Reactive Attention Slice When Retrieving From Long Context EMNLP 2025
Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025