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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where WACV 2024
Visually Guided Audio Source Separation With Meta Consistency Learning WACV 2024
Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024
M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking NIPS 2024
Semantic-based NLP techniques discriminate schizophrenia and Wernicke’s aphasia based on spontaneous speech COLING 2024
Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment ACL 2024
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024
DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024
Ignore Me But Don’t Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain NAACL 2024
MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ACL 2024
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text NAACL 2024
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators NIPS 2024
Lightweight reranking for language model generations ACL 2024
Large Language Models Encode the Practice of Medicine NAACL 2024
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024
Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024
Differentiable Rendering with Reparameterized Volume Sampling AISTATS 2024
ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024