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Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations EMNLP 2024
Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches ACL 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP 2024
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024
Explicit Inductive Inference using Large Language Models EMNLP 2024
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges NAACL 2024
Needle In A Multimodal Haystack NIPS 2024
Testing the Effect of Code Documentation on Large Language Model Code Understanding NAACL 2024
On Narrative Question Answering Skills NAACL 2024
ReMI: A Dataset for Reasoning with Multiple Images NIPS 2024
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction ACL 2024
Contextualizing Generated Citation Texts COLING 2024
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool ACL 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024
Few-shot Question Generation for Reading Comprehension ACL 2024
LFED: A Literary Fiction Evaluation Dataset for Large Language Models COLING 2024
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants ACL 2024
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024
One Thousand and One Pairs: A “novel” challenge for long-context language models EMNLP 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024
The Defeat of the Winograd Schema Challenge (Abstract Reprint) AAAI 2024
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024