← Learning Types
Machine Learning › Learning Types ›

Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025
The Nature of NLP: Analyzing Contributions in NLP Papers ACL 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
Response Wide Shut? Surprising Observations in Basic Vision Language Model Capabilities ACL 2025
Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025
The Distracting Effect: Understanding Irrelevant Passages in RAG ACL 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025
Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025
Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning ACL 2025
Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback ACL 2025
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025
Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine ACL 2025
Self-Taught Agentic Long Context Understanding ACL 2025
Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025
CMHKF: Cross-Modality Heterogeneous Knowledge Fusion for Weakly Supervised Video Anomaly Detection ACL 2025
First-AID: the first Annotation Interface for grounded Dialogues ACL 2025
DeMeVa at LeWiDi-2025: Modeling Perspectives with In-Context Learning and Label Distribution Learning EMNLP 2025