conftrace_

weak supervision

299 papers

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WS

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weakly supervised learning (55) text classification (37) semi-supervised learning (20) label noise (18) named entity recognition (16) transfer learning (16) zero-shot learning (16) labeling function (15) generative model (12) data programming (12)

Papers

Weakly Supervised Word Segmentation for Computational Language Documentation ACL 2022 Weak supervision for Question Type Detection with large language models Interspeech 2022 WeaNF”:" Weak Supervision with Normalizing Flows ACL 2022 WeDef: Weakly Supervised Backdoor Defense for Text Classification EMNLP 2022 What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation ACL 2022 What to Learn, and How: Toward Effective Learning from Rationales ACL 2022 Anchor-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2021 Auxiliary Loss Function for Target Speech Extraction and Recognition with Weak Supervision Based on Speaker Characteristics Interspeech 2021 Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval NeurIPS 2021 BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition ACL 2021 Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021 Bootstrapping a Music Voice Assistant with Weak Supervision NAACL 2021 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021 Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021 Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation AISTATS 2021 Constrained labeling for weakly supervised learning UAI 2021 DAP: Detection-Aware Pre-Training With Weak Supervision CVPR 2021 Discovering Dialogue Slots with Weak Supervision ACL 2021 DocParser: Hierarchical Document Structure Parsing from Renderings AAAI 2021 End-to-End Weak Supervision NeurIPS 2021 Essay Quality Signals as Weak Supervision for Source-based Essay Scoring EACL 2021 Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection EMNLP 2021 Exploring Inspiration Sets in a Data Programming Pipeline for Product Moderation ACL 2021 Extracting Appointment Spans from Medical Conversations NAACL 2021 Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach NAACL 2021