Machine Reading Comprehension

Machine Reading Comprehension is one of the key problems in Natural Language Understanding, where the task is to read and comprehend a given text passage, and then answer questions based on it.

Source: Making Neural Machine Reading Comprehension Faster

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 76–100 of 555 papers

Title	Date	Tasks	Status	Hype	Score
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts	Oct 5, 2021	Machine Reading ComprehensionReading Comprehension	CodeCode Available	1	5
TSQA: Tabular Scenario Based Question Answering	Jan 14, 2021	Machine Reading ComprehensionMultiple-choice	CodeCode Available	1	5
ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks	Jan 16, 2021	Answer SelectionMachine Reading Comprehension	CodeCode Available	1	5
Coreference Resolution as Query-based Span Prediction	Nov 5, 2019	coreference-resolutionCoreference Resolution	CodeCode Available	1	5
Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection	Apr 20, 2020	Machine Reading ComprehensionQuestion Answering	CodeCode Available	0	5
From Dataset Recycling to Multi-Property Extraction and Beyond	Nov 6, 2020	DiagnosticMachine Reading Comprehension	CodeCode Available	0	5
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader	Dec 9, 2022	ClassificationExtractive Question-Answering	CodeCode Available	0	5
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension	Jul 31, 2019	Graph Neural NetworkGraph structure learning	CodeCode Available	0	5
A Framework for Evaluation of Machine Reading Comprehension Gold Standards	Mar 10, 2020	Machine Reading ComprehensionReading Comprehension	CodeCode Available	0	5
An Understanding-Oriented Robust Machine Reading Comprehension Model	Jul 1, 2022	Machine Reading Comprehensionmodel	CodeCode Available	0	5
FedQAS: Privacy-aware machine reading comprehension with federated learning	Feb 9, 2022	Conversational Question AnsweringFederated Learning	CodeCode Available	0	5
From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension	Dec 8, 2020	DenoisingMachine Reading Comprehension	CodeCode Available	0	5
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers	Oct 24, 2023	Machine Reading ComprehensionReading Comprehension	CodeCode Available	0	5
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension	Aug 18, 2021	AttributeMachine Reading Comprehension	CodeCode Available	0	5
Evidence Sentence Extraction for Machine Reading Comprehension	Feb 23, 2019	Machine Reading ComprehensionMultiple-choice	CodeCode Available	0	5
Explaining Interactions Between Text Spans	Oct 20, 2023	Community DetectionDecision Making	CodeCode Available	0	5
ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension	Sep 23, 2022	Decision MakingMachine Reading Comprehension	CodeCode Available	0	5
Adversarial Self-Attention for Language Understanding	Jun 25, 2022	Machine Reading ComprehensionNamed Entity Recognition (NER)	CodeCode Available	0	5
Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models	Jul 13, 2022	Machine Reading ComprehensionNatural Language Inference	CodeCode Available	0	5
Entity-Relation Extraction as Multi-Turn Question Answering	May 14, 2019	Machine Reading ComprehensionQuestion Answering	CodeCode Available	0	5
English Machine Reading Comprehension Datasets: A Survey	Jan 25, 2021	Machine Reading ComprehensionReading Comprehension	CodeCode Available	0	5
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension	Jul 1, 2019	Machine Reading ComprehensionReading Comprehension	CodeCode Available	0	5
EQuANt (Enhanced Question Answer Network)	Jun 24, 2019	Machine Reading ComprehensionMulti-Task Learning	CodeCode Available	0	5
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task	Feb 26, 2022	Domain AdaptationMachine Reading Comprehension	CodeCode Available	0	5
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer	Jun 3, 2021	Cross-Lingual TransferLanguage Modelling	CodeCode Available	0	5

Show:10 25 50

← PrevPage 4 of 23Next →

No leaderboard results yet.