machine reading comprehension

A Knowledge Graph Based Diagnostic Framework for Analyzing Hallucinations in Arabic Machine Reading Comprehension EACL 2026 AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora AAAI 2026 Chinese Two-part Allegorical Sayings Reading Comprehension: Exploration from Reasoning to Metaphor AAAI 2026 SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning EACL 2026 The Problem of Ambiguity in Table Question Answering EACL 2026 ThinkStruct: RST-Aware Attention for Logical Reasoning in Machine Reading Comprehension CoNLL 2026 CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models ACL 2025 DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025 Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ACL 2025 Enhancing Extractive Question Answering in Multiparty Dialogues with Logical Inference Memory Network COLING 2025 From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025 Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025 Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks COLING 2025 LC-Eval: A Bilingual Multi-Task Evaluation Benchmark for Long-Context Understanding EMNLP 2025 L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models ACL 2025 Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks COLING 2025 LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025 Long Context Benchmark for the Russian Language EMNLP 2025 MESAQA: A Dataset for Multi-Span Contextual and Evidence-Grounded Question Answering COLING 2025 Quality-Aware Translation Tagging in Multilingual RAG system EMNLP 2025 RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following ACL 2025 SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025 Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025 VariantBench: A Framework for Evaluating LLMs on Justifications for Genetic Variant Interpretation IJCNLP 2025 2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval Interspeech 2024