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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition EMNLP 2025
Predicting Fine-tuned Performance on Larger Datasets Before Creating Them COLING 2025
Structure Modeling Approach for UD Parsing of Historical Modern Japanese ACL 2025
Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025
Improve Speech Translation Through Text Rewrite COLING 2025
Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025
Deploying Multi-task Online Server with Large Language Model COLING 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025
Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025
SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods ACL 2025
Learning to Rewrite Negation Queries in Product Search COLING 2025
Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News ACL 2025
DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset COLING 2025
HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025
Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025
ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining EMNLP 2025
Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs COLING 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025
Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025
Sample-Efficient Behavior Cloning Using General Domain Knowledge IJCAI 2025