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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages COLING 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024
Interface Design for Self-Supervised Speech Models INTERSPEECH 2024
Rationale-based Learning Using Self-Supervised Narrative Events for Text Summarisation of Interactive Digital Narratives COLING 2024
Speech Analysis of Language Varieties in Italy COLING 2024
Dynamic Weighted Graph Fusion for Deep Multi-View Clustering IJCAI 2024
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context COLING 2024
Audiocite.net : A Large Spoken Read Dataset in French COLING 2024
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024
Where are you from? Geolocating Speech and Applications to Language Identification NAACL 2024
Alleviating Imbalanced Pseudo-label Distribution: Self-Supervised Multi-Source Domain Adaptation with Label-specific Confidence IJCAI 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024
Using wav2vec 2.0 for phonetic classification tasks: methodological aspects INTERSPEECH 2024
Evaluating Self-Supervised Speech Representations for Indigenous American Languages COLING 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024
Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024
LiBERTa: Advancing Ukrainian Language Modeling through Pre-training from Scratch COLING 2024
Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? INTERSPEECH 2024
A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models COLING 2024
Your contrastive learning problem is secretly a distribution alignment problem NIPS 2024