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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Diagnosing Pretrained Models for Out-of-distribution Detection ICCV 2025
Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild ICCV 2025
Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025
Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025
One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025
Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025
EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models ICCV 2025
Learning to Rewrite Negation Queries in Product Search COLING 2025
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025
Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025
DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset COLING 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025
UR2N: Unified Retriever and ReraNker COLING 2025
Team FMD LLM at the Financial Misinformation Detection Challenge Task: Exploring Task Structuring and Metadata Impact on Performance COLING 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025
KECEmpower@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025
CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025
OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
KECLinguAIsts@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages NAACL 2025