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Question Answering

4,072 papers

Papers per year

6
307
1036
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Papers

RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025
LaMP-QA: A Benchmark for Personalized Long-form Question Answering EMNLP 2025
MovieCORE: COgnitive REasoning in Movies EMNLP 2025
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025
RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language EMNLP 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering EMNLP 2025
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning EMNLP 2025
FANS: Formal Answer Selection for LLM Natural Language Math Reasoning Using Lean4 EMNLP 2025
T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering EMNLP 2025
KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP 2025
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA EMNLP 2025
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025
HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation EMNLP 2025
Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025
Diagram-Driven Course Questions Generation EMNLP 2025
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025
Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering EMNLP 2025
Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025
Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering EMNLP 2025
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering EMNLP 2025