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Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024
Evaluating the Effectiveness of Large Language Models in Establishing Conversational Grounding EMNLP 2024
I Could’ve Asked That: Reformulating Unanswerable Questions EMNLP 2024
ABSEval: An Agent-based Framework for Script Evaluation EMNLP 2024
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024
Contextualizing Generated Citation Texts COLING 2024
Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? EMNLP 2024
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024
TRAM: Benchmarking Temporal Reasoning for Large Language Models ACL 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024
Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue COLING 2024
Explicit Inductive Inference using Large Language Models EMNLP 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024
LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education EMNLP 2024
Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024
RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures EMNLP 2024
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NIPS 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
Fine-Grained Prediction of Reading Comprehension from Eye Movements EMNLP 2024
Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches ACL 2024
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool ACL 2024