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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Towards Privacy-Aware Sign Language Translation at Scale ACL 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking ACL 2024
Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024
Robust Singing Voice Transcription Serves Synthesis ACL 2024
Self-Modifying State Modeling for Simultaneous Machine Translation ACL 2024
Large Language Models Can Learn Temporal Reasoning ACL 2024
CARE: A Clue-guided Assistant for CSRs to Read User Manuals ACL 2024
Learning Task Decomposition to Assist Humans in Competitive Programming ACL 2024
Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction ACL 2024
Improving Text Embeddings with Large Language Models ACL 2024
Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning ACL 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking ACL 2024
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ACL 2024
Prototypical Reward Network for Data-Efficient RLHF ACL 2024
The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ACL 2024
LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP ACL 2024
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024
Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024
Disentangled Learning with Synthetic Parallel Data for Text Style Transfer ACL 2024
DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
Self-Supervised Position Debiasing for Large Language Models ACL 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024
Continual Contrastive Spoken Language Understanding ACL 2024
Tell Me What’s Next: Textual Foresight for Generic UI Representations ACL 2024