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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Effective Human-AI Teams via Learned Natural Language Rules and Onboarding NIPS 2023
ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning IJCNLP 2023
Exploring Knowledge Composition for ESG Impact Type Determination IJCNLP 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ACL 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages ACL 2023
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER AAAI 2023
Open-Set Representation Learning Through Combinatorial Embedding CVPR 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 2023
Cross-Modal Fine-Tuning: Align then Refine ICML 2023
Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation CVPR 2023
Learning Expressive Prompting With Residuals for Vision Transformers CVPR 2023
Generalizable Local Feature Pre-Training for Deformable Shape Analysis CVPR 2023
Markerless Camera-to-Robot Pose Estimation via Self-Supervised Sim-to-Real Transfer CVPR 2023
Train-Once-for-All Personalization CVPR 2023
ProTeGe: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding CVPR 2023
Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution CVPR 2023
Dual-Path Adaptation From Image to Video Transformers CVPR 2023
Learning Safe Numeric Action Models AAAI 2023
Low-Resource Machine Translation Systems for Indic Languages EMNLP 2023
Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB’s Effort for Bridging the Gap EMNLP 2023
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023
Towards Low-resource Language Generation with Limited Supervision EMNLP 2023
Investigating Zero-shot Cross-lingual Language Understanding for Arabic EMNLP 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023