conftrace_
← Learning Types
Machine Learning › Learning Types ›

Weakly Supervised Learning

3,895 papers

Papers per year

1
20
66
388
350
'05
'10
'15
'20
'25

Papers

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020
Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning ACL 2020
Adaptation of Word-Level Benchmark Datasets for Relation-Level Metaphor Identification ACL 2020
Bridging Ordinary-Label Learning and Complementary-Label Learning ACML 2020
Robust Learning from Discriminative Feature Feedback AISTATS 2020
Balanced Off-Policy Evaluation in General Action Spaces AISTATS 2020
Differentiable Causal Backdoor Discovery AISTATS 2020
LdSM: Logarithm-depth Streaming Multi-label Decision Trees AISTATS 2020
Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement COLING 2020
ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction COLING 2020
Multi-grained Chinese Word Segmentation with Weakly Labeled Data COLING 2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning COLING 2020
Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension COLING 2020
SLICE: Supersense-based Lightweight Interpretable Contextual Embeddings COLING 2020
Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution COLING 2020
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods COLING 2020
Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised Learning COLING 2020
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization COLING 2020
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing COLING 2020
Native-like Expression Identification by Contrasting Native and Proficient Second Language Speakers COLING 2020
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation COLING 2020
Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction COLING 2020
Annotating argumentation in Swedish social media COLING 2020
Creating a Domain-diverse Corpus for Theory-based Argument Quality Assessment COLING 2020
Partially-supervised Mention Detection COLING 2020