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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Deconstructing In-Context Learning: Understanding Prompts via Corruption COLING 2024
DocScript: Document-level Script Event Prediction COLING 2024
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling COLING 2024
Emotags: Computer-Assisted Verbal Labelling of Expressive Audiovisual Utterances for Expressive Multimodal TTS COLING 2024
Endowing Neural Language Learners with Human-like Biases: A Case Study on Dependency Length Minimization COLING 2024
ESCP: Enhancing Emotion Recognition in Conversation with Speech and Contextual Prefixes COLING 2024
Evaluating Self-Supervised Speech Representations for Indigenous American Languages COLING 2024
Examining Temporalities on Stance Detection towards COVID-19 Vaccination COLING 2024
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context COLING 2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? COLING 2024
Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024
Impact of Task Adapting on Transformer Models for Targeted Sentiment Analysis in Croatian Headlines COLING 2024
Improving Cross-lingual Transfer with Contrastive Negative Learning and Self-training COLING 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024
Layer-wise Regularized Dropout for Neural Language Models COLING 2024
Leveraging AMR Graph Structure for Better Sequence-to-Sequence AMR Parsing COLING 2024
Meta-Adapter for Self-Supervised Speech Models: A Solution to Low-Resource Speech Recognition Challenges COLING 2024
Modalities Should Be Appropriately Leveraged: Uncertainty Guidance for Multimodal Chinese Spelling Correction COLING 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024
Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition COLING 2024
Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning COLING 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024
Prompt Tuning for Few-shot Relation Extraction via Modeling Global and Local Graphs COLING 2024
Rationale-based Learning Using Self-Supervised Narrative Events for Text Summarisation of Interactive Digital Narratives COLING 2024