question answering

2904 papers

Explore in graph

Also known as

MCQ VIDEOQA QA QA OR NULL KGQA Q&A DOCQA ODQA Q/A CQA QNA PQA WHY-QA MCQA MRC KBQA VQA

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) information retrieval (1493) knowledge graph (1795) language model (4573) machine reading comprehension (430) reading comprehension (372) multi-hop reasoning (400) text generation (2903) knowledge base (801)

Papers

A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025

Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025

FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ACL 2025

Vision-Language Models Struggle to Align Entities across Modalities ACL 2025

MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025

EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025

The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025

Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method ICCV 2025

LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025

Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025

ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025

YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ACL 2025

ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025

Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025

Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025

Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation NAACL 2025

Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation NAACL 2025

Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025

Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025

Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025

TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data ACL 2025

SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering ACL 2025

Passing the Driving Knowledge Test ICCV 2025

Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025