conftrace_
← Learning Types
Machine Learning › Learning Types ›

Self-Supervised Learning

8,255 papers

Papers per year

Papers

Selective Prompting Tuning for Personalized Conversations with LLMs ACL 2024
VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ACL 2024
SlideAVSR: A Dataset of Paper Explanation Videos for Audio-Visual Speech Recognition ACL 2024
Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect ACL 2024
Data Augmentation for Speech-Based Diacritic Restoration ACL 2024
On the Utility of Pretraining Language Models on Synthetic Data ACL 2024
Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text ACL 2024
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation ACL 2024
SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024
BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM ACL 2024
The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication ACL 2024
Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin ACL 2024
A new machine-actionable corpus for ancient text restoration ACL 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024
Controllable Citation Sentence Generation with Language Models ACL 2024
Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game ACL 2024
Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ACL 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024
HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning AISTATS 2024
Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024
Learning Latent Partial Matchings with Gumbel-IPF Networks AISTATS 2024
Maximum entropy GFlowNets with soft Q-learning AISTATS 2024
Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets AISTATS 2024
Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024
DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024