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

Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish COLING 2024

Exploring the Synergy of Dual-path Encoder and Alignment Module for Better Graph-to-Text Generation COLING 2024

A Hybrid Approach to Aspect Based Sentiment Analysis Using Transfer Learning COLING 2024

A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder COLING 2024

Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024

Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction INTERSPEECH 2024

A Tulu Resource for Machine Translation COLING 2024

Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024

M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation INTERSPEECH 2024

Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024

A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024

Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ACL 2024

Zero-shot Cross-lingual POS Tagging for Filipino ACL 2024

Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese COLING 2024

AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NIPS 2024

Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models COLING 2024

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

Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024

Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL 2024

Analyzing the Domain Shift Immunity of Deep Homography Estimation WACV 2024

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024

SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024

Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024

D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment WACV 2024

Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species WACV 2024