conftrace_

weak supervision

290 papers

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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

Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026
A Lightweight Explainable Guardrail for Prompt Safety ACL 2026
Human-Corrected Labels Learning: Enhancing Labels Quality via Human Correction of VLMs Discrepancies AAAI 2026
Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026
Selective Weak-to-Strong Generalization AAAI 2026
A²LC: Active and Automated Label Correction for Semantic Segmentation AAAI 2026
Context-Aware Patch Representations for Multiple Instance Learning MIDL 2026
Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment Prediction EACL 2026
PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data AAAI 2026
Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection ACL 2025
An Exemplar-based Framework for Chinese Text Recognition AAAI 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025
Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification EMNLP 2025
Toward Causal Generative Modeling: From Representation to Generation AAAI 2025
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels CVPR 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025
Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025
Instance-wise Supervision-level Optimization in Active Learning CVPR 2025
Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums NAACL 2025
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025
Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025
LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision ICLR 2025
Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL ACL 2025