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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023
TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition CVPR 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis ACL 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology NIPS 2023
Gait Recognition Using 3-D Human Body Shape Inference WACV 2023
IOL Research’s Submission for WMT 2023 Quality Estimation Shared Task EMNLP 2023
On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure AAAI 2023
SurreyAI 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
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
On Enhancing Fine-Tuning for Pre-trained Language Models EMNLP 2023
SharPT: Shared Latent Space Prompt Tuning EACL 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
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations CORL 2023
Policy Stitching: Learning Transferable Robot Policies CORL 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