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Self-Supervised Learning

8,255 papers

Papers per year

Papers

A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation EMNLP 2024
Generative Deduplication For Socia Media Data Selection EMNLP 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024
Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems EMNLP 2024
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024
LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024
In-Context Learning with Iterative Demonstration Selection EMNLP 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024
Functionality learning through specification instructions EMNLP 2024
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation EMNLP 2024
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024
AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding EMNLP 2024
Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024
Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024
Self-training Language Models for Arithmetic Reasoning EMNLP 2024
Distance-aware Calibration for Pre-trained Language Models EMNLP 2024
To Err Is Human, but Llamas Can Learn It Too EMNLP 2024
Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
Phonetic and Lexical Discovery of Canine Vocalization EMNLP 2024
Self-training Large Language Models through Knowledge Detection EMNLP 2024
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs EMNLP 2024
PFA-ERC: Psuedo-Future Augmented Dynamic Emotion Recognition in Conversations EMNLP 2024
Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes EMNLP 2024
Self-supervised speech representations display some human-like cross-linguistic perceptual abilities EMNLP 2024
Understanding Players as if They Are Talking to the Game in a Customized Language: A Pilot Study EMNLP 2024