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

A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025

When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025

MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025

Language Confusion and Multilingual Performance: A Case Study of Thai-Adapted Large Language Models IJCNLP 2025

wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025

Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study IJCNLP 2025

DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression EMNLP 2025

“AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa IJCNLP 2025

LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025

Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025

KozKreolMRU WMT 2025 CreoleMT System Description: Koz Kreol: Multi-Stage Training for English–Mauritian Creole MT EMNLP 2025

The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025

Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments ACL 2025

LIA and ELYADATA systems for the IWSLT 2025 low-resource speech translation shared task ACL 2025

Catalyst at BLP-2025 Task 1: Transformer Ensembles and Multi-task Learning Approaches for Bangla Hate Speech Detection IJCNLP 2025

Multilingual Sign Language Translation with Unified Datasets and Pose-Based Transformers IJCNLP 2025

AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts ACL 2025

PentaML at BLP-2025 Task 1: Linear Probing of Pre-trained Transformer-based Models for Bangla Hate Speech Detection IJCNLP 2025

Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025

Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025

LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025

A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025

MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ACL 2025

Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation ACL 2025