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Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data ACL 2023
Risks and NLP Design: A Case Study on Procedural Document QA ACL 2023
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023
LowResContextQA at Qur’an QA 2023 Shared Task: Temporal and Sequential Representation Augmented Question Answering Span Detection in Arabic EMNLP 2023
Textual Entailment for Temporal Dependency Graph Parsing ACL 2023
VLN-Trans: Translator for the Vision and Language Navigation Agent ACL 2023
Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension EMNLP 2023
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports ACL 2023
NarrativeXL: a Large-scale Dataset for Long-Term Memory Models EMNLP 2023
Exploring Schema Generalizability of Text-to-SQL ACL 2023
Open-WikiTable : Dataset for Open Domain Question Answering with Complex Reasoning over Table ACL 2023
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals ACL 2023
Context-faithful Prompting for Large Language Models EMNLP 2023
IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ACL 2023
Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? ACL 2023
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 2023
PARROT: Zero-Shot Narrative Reading Comprehension via Parallel Reading EMNLP 2023
A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading EMNLP 2023
WikiHowQA: A Comprehensive Benchmark for Multi-Document Non-Factoid Question Answering ACL 2023
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022
What Makes Reading Comprehension Questions Difficult? ACL 2022
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers ACL 2022