conftrace_

weak supervision

290 papers

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Also known as

WS

Co-occurring keywords

weakly supervised learning (1328) text classification (6793) named entity recognition (2813) transfer learning (5449) semi-supervised learning (2341) zero-shot learning (3650) label noise (498) generative model (2892) labeling function (18) data programming (21)

Papers

Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025
Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels CVPR 2025
Segment and Caption Anything CVPR 2024
Are You Serious? Handling Disagreement When Annotating Conspiracy Theory Texts EACL 2024
Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024
Wav2pos: Exploring syntactic analysis from audio for Highland Puebla Nahuatl NAACL 2024
FAIR: Filtering of Automatically Induced Rules EACL 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision AAAI 2024
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations CVPR 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024
Theoretical Analysis of Weak-to-Strong Generalization NIPS 2024
Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis EMNLP 2024
Predictive Inference with Weak Supervision JMLR 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024
Learned Trajectory Embedding for Subspace Clustering CVPR 2024
Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision COLING 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024
DR10K: Transfer Learning Using Weak Labels for Grading Diabetic Retinopathy on DR10K Dataset WACV 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision EMNLP 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets NIPS 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis EACL 2024
Explicit Attribute Extraction in e-Commerce Search COLING 2024
Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024