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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations COLING 2024
Reference-guided Style-Consistent Content Transfer COLING 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning COLING 2024
Semantic Role Labeling Guided Out-of-distribution Detection COLING 2024
Speech Analysis of Language Varieties in Italy COLING 2024
Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages COLING 2024
STAGE: Simple Text Data Augmentation by Graph Exploration COLING 2024
SuperST: Superficial Self-Training for Few-Shot Text Classification COLING 2024
TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition COLING 2024
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024
Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024
Uncertainty-Aware Cross-Modal Alignment for Hate Speech Detection COLING 2024
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024
When Argumentation Meets Cohesion: Enhancing Automatic Feedback in Student Writing COLING 2024
BLU-SynTra: Distinguish Synergies and Trade-offs between Sustainable Development Goals Using Small Language Models COLING 2024
Development and Evaluation of a German Language Model for the Financial Domain COLING 2024
Experiments in Automated Generation of Discharge Summaries in Italian COLING 2024
Beyond Sentence-level Text Simplification: Reproducibility Study of Context-Aware Document Simplification COLING 2024
Exploring Aspect-Based Sentiment Analysis Methodologies for Literary-Historical Research Purposes COLING 2024
Math Problem Solving: Enhancing Large Language Models with Semantically Rich Symbolic Variables COLING 2024
A Dataset for Multi-Scale Film Rating Inference from Reviews COLING 2024
Semantic-based NLP techniques discriminate schizophrenia and Wernicke’s aphasia based on spontaneous speech COLING 2024
Multilingual Self-supervised Visually Grounded Speech Models COLING 2024
LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024
Using Sarcasm to Improve Cyberbullying Detection COLING 2024