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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025
Retrospective Learning from Interactions ACL 2025
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
Is linguistically-motivated data augmentation worth it? ACL 2025
Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
SocialEval: Evaluating Social Intelligence of Large Language Models ACL 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025
Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback ACL 2025
bea-jh at BEA 2025 Shared Task: Evaluating AI-powered Tutors through Pedagogically-Informed Reasoning ACL 2025
Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025
RL + Transformer = A General-Purpose Problem Solver ACL 2025
Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction ACL 2025
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025
I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue ACL 2025
Sparse Rewards Can Self-Train Dialogue Agents ACL 2025
Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025
Implicit Counterfactual Learning for Audio-Visual Segmentation ICCV 2025