Machine Reading Comprehension

A linguistically-motivated evaluation methodology for unraveling model’s abilities in reading comprehension tasks EMNLP 2024 Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024 Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning EACL 2024 Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency NeurIPS 2024 Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches ACL 2024 Automatic Generation and Evaluation of Reading Comprehension Test Items with Large Language Models COLING 2024 Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension ACL 2024 Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024 CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures EMNLP 2024 Chaining Event Spans for Temporal Relation Grounding EACL 2024 Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding ICLR 2024 CHIE: Generative MRC Evaluation for in-context QA with Correctness, Helpfulness, Irrelevancy, and Extraneousness Aspects EMNLP 2024 Cited Text Spans for Scientific Citation Text Generation ACL 2024 Contextualizing Generated Citation Texts COLING 2024 CYUT at SemEval-2024 Task 7: A Numerals Augmentation and Feature Enhancement Approach to Numeral Reading Comprehension SemEval 2024 DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents NAACL 2024 DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024 Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction ACL 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024 ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights COLING 2024 Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning ACL 2024 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding NeurIPS 2024 Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024