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transfer learning

5449 papers

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TL

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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

Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022
Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022
GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models EMNLP 2022
DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction EMNLP 2022
Towards Arabic Sentence Simplification via Classification and Generative Approaches EMNLP 2022
Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022
Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022
Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? EMNLP 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NIPS 2022
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties NIPS 2022
Learning Modular Simulations for Homogeneous Systems NIPS 2022
Alleviating the Sample Selection Bias in Few-shot Learning by Removing Projection to the Centroid NIPS 2022
Constrained GPI for Zero-Shot Transfer in Reinforcement Learning NIPS 2022
Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning NIPS 2022
Sharing Knowledge for Meta-learning with Feature Descriptions NIPS 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG NIPS 2022
Egocentric Video-Language Pretraining NIPS 2022
Does GNN Pretraining Help Molecular Representation? NIPS 2022
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NIPS 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting NIPS 2022
Less-forgetting Multi-lingual Fine-tuning NIPS 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation NIPS 2022
Merging Models with Fisher-Weighted Averaging NIPS 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NIPS 2022