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

LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024

Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024

Zero-shot Learning for Multilingual Discourse Relation Classification COLING 2024

A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CONLL 2024

ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin COLING 2024

TunArTTS: Tunisian Arabic Text-To-Speech Corpus COLING 2024

Preparing Lessons for Progressive Training on Language Models AAAI 2024

Adapting image-based RL policies via predicted rewards L4DC 2024

Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024

Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024

Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) COLING 2024

A Workflow for HTR-Postprocessing, Labeling and Classifying Diachronic and Regional Variation in Pre-Modern Slavic Texts COLING 2024

CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024

Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations COLING 2024

Structure-aware Fine-tuning for Code Pre-trained Models COLING 2024

ToNER: Type-oriented Named Entity Recognition with Generative Language Model COLING 2024

DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024

Automatic Animacy Classification for Romanian Nouns COLING 2024

TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills COLING 2024

Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI 2024

Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024

Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval AAAI 2024

Any-point Trajectory Modeling for Policy Learning RSS 2024

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024

HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024