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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset ACL 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection ACL 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data ACL 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction ACL 2021
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations ACL 2021
Handling Extreme Class Imbalance in Technical Logbook Datasets ACL 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL 2021
Weakly Supervised Named Entity Tagging with Learnable Logical Rules ACL 2021
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021
Risk Minimization for Zero-shot Sequence Labeling ACL 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021
Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021
Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection ACL 2021
Generating Query Focused Summaries from Query-Free Resources ACL 2021
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition ACL 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021
Detecting Propaganda Techniques in Memes ACL 2021
Enforcing Consistency in Weakly Supervised Semantic Parsing ACL 2021
On Positivity Bias in Negative Reviews ACL 2021
Issues with Entailment-based Zero-shot Text Classification ACL 2021
Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021