Machine Reading Comprehension

PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024 PMRC: Prompt-Based Machine Reading Comprehension for Few-Shot Named Entity Recognition AAAI 2024 Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges NAACL 2024 Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024 Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process COLING 2024 Purpose Enhanced Reasoning through Iterative Prompting: Uncover Latent Robustness of ChatGPT on Code Comprehension IJCAI 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024 ReMI: A Dataset for Reasoning with Multiple Images NeurIPS 2024 RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NeurIPS 2024 RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024 SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP 2024 Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? EMNLP 2024 Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024 Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024 SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers NeurIPS 2024 Symbol Description Reading AAAI 2024 TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools NeurIPS 2024 TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024 Testing the Effect of Code Documentation on Large Language Model Code Understanding NAACL 2024 The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants ACL 2024 The Defeat of the Winograd Schema Challenge (Abstract Reprint) AAAI 2024 Title-based Extractive Summarization via MRC Framework COLING 2024