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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection IJCNLP 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data IJCNLP 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model IJCNLP 2021
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic IJCNLP 2021
Discovering Dialogue Slots with Weak Supervision IJCNLP 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction IJCNLP 2021
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations IJCNLP 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering IJCNLP 2021
Weakly Supervised Named Entity Tagging with Learnable Logical Rules IJCNLP 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision IJCNLP 2021
Exploring Distantly-Labeled Rationales in Neural Network Models IJCNLP 2021
Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection IJCNLP 2021
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition IJCNLP 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training IJCNLP 2021
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems IJCNLP 2021
Enforcing Consistency in Weakly Supervised Semantic Parsing IJCNLP 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards IJCNLP 2021
Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter IJCNLP 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining IJCNLP 2021
Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains IJCNLP 2021
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles IJCNLP 2021
TexSmart: A System for Enhanced Natural Language Understanding IJCNLP 2021
skweak: Weak Supervision Made Easy for NLP IJCNLP 2021
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation IJCNLP 2021
Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021 IJCNLP 2021