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transfer learning

5449 papers

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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

Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024
Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children’s Automatic Speech Recognition INTERSPEECH 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection ACL 2024
Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles AISTATS 2024
mHuBERT-147: A Compact Multilingual HuBERT Model INTERSPEECH 2024
Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract) AAAI 2024
Automatic Longitudinal Investigation of Multiple Sclerosis Subjects INTERSPEECH 2024
Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024
Unified Transfer Learning in High-Dimensional Linear Regression AISTATS 2024
Incremental pre-training from smaller language models ACL 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
Zero-shot Cross-lingual POS Tagging for Filipino ACL 2024
Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024
A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CONLL 2024
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
TunArTTS: Tunisian Arabic Text-To-Speech Corpus COLING 2024
Zero-shot Learning for Multilingual Discourse Relation Classification COLING 2024
ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin COLING 2024
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills COLING 2024
Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024
A Workflow for HTR-Postprocessing, Labeling and Classifying Diachronic and Regional Variation in Pre-Modern Slavic Texts 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