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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

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts EMNLP 2023
Efficient Data Learning for Open Information Extraction with Pre-trained Language Models EMNLP 2023
PARROT: Zero-Shot Narrative Reading Comprehension via Parallel Reading EMNLP 2023
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning CVPR 2023
Manipulating Transfer Learning for Property Inference CVPR 2023
Abed at KSAA-RD Shared Task: Enhancing Arabic Word Embedding with Modified BERT Multilingual EMNLP 2023
AAST-NLP at ArAIEval Shared Task: Tackling Persuasion technique and Disinformation Detection using Pre-Trained Language Models On Imbalanced Datasets EMNLP 2023
PD-AR at ArAIEval Shared Task: A BERT-Centric Approach to Tackle Arabic Disinformation EMNLP 2023
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023
GC-Hunter at ImageArg Shared Task: Multi-Modal Stance and Persuasiveness Learning EMNLP 2023
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training NIPS 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification EMNLP 2023
Connecting Pre-trained Language Model and Downstream Task via Properties of Representation NIPS 2023
Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies EMNLP 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone NIPS 2023
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning NIPS 2023
Universal Prompt Tuning for Graph Neural Networks NIPS 2023
Optimistic Rates for Multi-Task Representation Learning NIPS 2023
Personalized Dictionary Learning for Heterogeneous Datasets NIPS 2023
Equivariant Adaptation of Large Pretrained Models NIPS 2023