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Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents EACL 2021
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension IJCNLP 2021
FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection IJCNLP 2021
Challenges for Information Extraction from Dialogue in Criminal Law ACL 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021
BiQuAD: Towards QA based on deeper text understanding IJCNLP 2021
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention AAAI 2021
Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation AAAI 2021
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings IJCNLP 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation IJCNLP 2021
Coreference Reasoning in Machine Reading Comprehension IJCNLP 2021
NEUer at SemEval-2021 Task 4: Complete Summary Representation by Filling Answers into Question for Matching Reading Comprehension IJCNLP 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking AAAI 2021
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021
Optimizing Deeper Transformers on Small Datasets ACL 2021
UnitedQA: A Hybrid Approach for Open Domain Question Answering ACL 2021
Joint Models for Answer Verification in Question Answering Systems ACL 2021
DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications ACL 2021
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ACL 2021
FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection ACL 2021
Question-Driven Span Labeling Model for Aspect–Opinion Pair Extraction AAAI 2021
Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension? EACL 2021
Learning with Instance Bundles for Reading Comprehension EMNLP 2021
PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning SEMEVAL 2021