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Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models ACL 2025
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SEMEVAL 2025
Inter-Passage Verification for Multi-evidence Multi-answer QA ACL 2025
DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025
MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models ACL 2025
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA EMNLP 2025
Can Vision-Language Models Evaluate Handwritten Math? ACL 2025
UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge IJCNLP 2025
SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025
g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks CVPR 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025
Does Biomedical Training Lead to Better Medical Performance? ACL 2025
Can LLMs Recognize Their Own Analogical Hallucinations? Evaluating Uncertainty Estimation for Analogical Reasoning ACL 2025
Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
UTSA-NLP at ArchEHR-QA 2025: Improving EHR Question Answering via Self-Consistency Prompting ACL 2025
LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025
XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025
VisTRA: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering ACL 2025
From End-Users to Co-Designers: Lessons from Teachers ACL 2025
Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025
Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025