← Applications
Natural Language Processing › Applications ›

Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning AAAI 2025
How well do LLMs reason over tabular data, really? ACL 2025
LLMs cannot spot math errors, even when allowed to peek into the solution EMNLP 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SEMEVAL 2025
X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025
Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025
Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards EMNLP 2025
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025
MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models ACL 2025
McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025
Structured List-Grounded Question Answering COLING 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025
Can Vision-Language Models Evaluate Handwritten Math? ACL 2025
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025
Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers IJCNLP 2025
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge IJCNLP 2025
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025
TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL COLING 2025
Y-NQ: English-Yorùbá Evaluation dataset for Open-Book Reading Comprehension with Open-Ended Questions ACL 2025