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

Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021 Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021 Weakly supervised discourse segmentation for multiparty oral conversations EMNLP 2021 Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021 X-Class: Text Classification with Extremely Weak Supervision NAACL 2021 Action Modifiers: Learning From Adverbs in Instructional Videos CVPR 2020 An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP 2020 Annotation Efficient Language Identification from Weak Labels EMNLP 2020 Answering Product-related Questions with Heterogeneous Information AACL 2020 CODA-19: Using a Non-Expert Crowd to Annotate Research Aspects on 10,000+ Abstracts in the COVID-19 Open Research Dataset ACL 2020 Contextualized Weak Supervision for Text Classification ACL 2020 DeepCap: Monocular Human Performance Capture Using Weak Supervision CVPR 2020 Denoising Multi-Source Weak Supervision for Neural Text Classification EMNLP 2020 Disentangling Factors of Variations Using Few Labels ICLR 2020 DocBank: A Benchmark Dataset for Document Layout Analysis COLING 2020 Fair Generative Modeling via Weak Supervision ICML 2020 Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods ICML 2020 Generative-Discriminative Complementary Learning AAAI 2020 Guided Weak Supervision for Action Recognition with Scarce Data to Assess Skills of Children with Autism AAAI 2020 Iterative Data Programming for Expanding Text Classification Corpora AAAI 2020 Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020 Learning to Classify Events from Human Needs Category Descriptions EMNLP 2020 Making Information Seeking Easier: An Improved Pipeline for Conversational Search EMNLP 2020 Merging Weak and Active Supervision for Semantic Parsing AAAI 2020 METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos CVPR 2020