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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025
Transformer-based Speech Model Learns Well as Infants and Encodes Abstractions through Exemplars in the Poverty of the Stimulus Environment COLING 2025
Learning to Reason from Feedback at Test-Time ACL 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025
ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability ACL 2025
Making Language Models Robust Against Negation NAACL 2025
Personalized Text Generation with Contrastive Activation Steering ACL 2025
Self-Training Meets Consistency: Improving LLMs’ Reasoning with Consistency-Driven Rationale Evaluation NAACL 2025
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset NAACL 2025
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025
In-Context Learning with Long-Context Models: An In-Depth Exploration NAACL 2025
Explicit and Implicit Data Augmentation for Social Event Detection ACL 2025
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation NAACL 2025
Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025
A Template Is All You Meme NAACL 2025
Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes ACL 2025
Analyzing register variation in web texts through automatic segmentation NAACL 2025
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025
Semantic Discrepancy-aware Detector for Image Forgery Identification ICCV 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025
Multimodal Image Matching Based on Cross-Modality Completion Pre-training IJCAI 2025
Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ACL 2025
A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization IJCAI 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025