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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Toward Annotator Group Bias in Crowdsourcing ACL 2022
Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction ACL 2022
ExtEnD: Extractive Entity Disambiguation ACL 2022
Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ACL 2022
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering ACL 2022
LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing ACL 2022
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022
A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022
Weakly Supervised Word Segmentation for Computational Language Documentation ACL 2022
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022
Deep Neural Representations for Multiword Expressions Detection ACL 2022
QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text ACL 2022
Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022
Better Quality Estimation for Low Resource Corpus Mining ACL 2022
What to Learn, and How: Toward Effective Learning from Rationales ACL 2022
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments ACL 2022
Co-training an Unsupervised Constituency Parser with Weak Supervision ACL 2022
Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking ACL 2022
Composing Structure-Aware Batches for Pairwise Sentence Classification ACL 2022
From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains ACL 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ACL 2022
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation ACL 2022
What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation ACL 2022
Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022
Named Entity Recognition for Cancer Immunology Research Using Distant Supervision ACL 2022