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Weakly Supervised Learning

3,905 papers

Papers per year

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Papers

On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021
Aspect-Controllable Opinion Summarization EMNLP 2021
Tribrid: Stance Classification with Neural Inconsistency Detection EMNLP 2021
Generative Context Pair Selection for Multi-hop Question Answering EMNLP 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021
Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021
KnowMAN: Weakly Supervised Multinomial Adversarial Networks EMNLP 2021
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021
Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction EMNLP 2021
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis EMNLP 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP 2021
LightTag: Text Annotation Platform EMNLP 2021
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021
Discourse-Based Sentence Splitting EMNLP 2021
Distantly Supervised Relation Extraction in Federated Settings EMNLP 2021
An Uncertainty-Aware Encoder for Aspect Detection EMNLP 2021
Structured abbreviation expansion in context EMNLP 2021
Exploring Decomposition for Table-based Fact Verification EMNLP 2021
Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts EMNLP 2021
Compositional Data and Task Augmentation for Instruction Following EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021
“Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? EMNLP 2021