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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits EMNLP 2023
Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis ACL 2023
On Enhancing Fine-Tuning for Pre-trained Language Models EMNLP 2023
Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023
BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings EMNLP 2023
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP 2023
Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features EMNLP 2023
Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023
How Does Pretraining Improve Discourse-Aware Translation? INTERSPEECH 2023
SharPT: Shared Latent Space Prompt Tuning EACL 2023
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting EMNLP 2023
Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
Adapting Pretrained Text-to-Text Models for Long Text Sequences EMNLP 2023
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model INTERSPEECH 2023
Cross-Lingual Cross-Age Adaptation for Low-Resource Elderly Speech Emotion Recognition INTERSPEECH 2023
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations CORL 2023
Policy Stitching: Learning Transferable Robot Policies CORL 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP EMNLP 2023
Where to start? Analyzing the potential value of intermediate models EMNLP 2023
Team TheSyllogist at SemEval-2023 Task 3: Language-Agnostic Framing Detection in Multi-Lingual Online News: A Zero-Shot Transfer Approach SEMEVAL 2023