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

Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024 FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations CVPR 2024 Learned Trajectory Embedding for Subspace Clustering CVPR 2024 Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis EMNLP 2024 Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024 Predictive Inference with Weak Supervision JMLR 2024 Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024 Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision EMNLP 2024 Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets NeurIPS 2024 Segment and Caption Anything CVPR 2024 Smoothie: Label Free Language Model Routing NeurIPS 2024 Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks NeurIPS 2024 Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification EMNLP 2024 Theoretical Analysis of Weak-to-Strong Generalization NeurIPS 2024 Towards a statistical theory of data selection under weak supervision ICLR 2024 Wav2pos: Exploring syntactic analysis from audio for Highland Puebla Nahuatl NAACL 2024 Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation ICML 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 Weak Supervision Performance Evaluation via Partial Identification NeurIPS 2024 Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision ICML 2024 WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer ICML 2024 X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024 Alfred: A System for Prompted Weak Supervision ACL 2023 Ask Me Anything: A simple strategy for prompting language models ICLR 2023 Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023