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Transfer Learning
8078 directly classified papers
Papers per year
2002: 2
2003: 1
2005: 3
2006: 5
2007: 12
2008: 7
2009: 7
2010: 16
2011: 15
2012: 13
2013: 35
2014: 32
2015: 40
2016: 72
2017: 149
2018: 341
2019: 619
2020: 711
2021: 992
2022: 980
2023: 1182
2024: 1282
2025: 1254
2026: 308
Papers
YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric
ACL 2025
CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification
ACL 2025
SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining
ACL 2025
ITF-NLP at SemEval-2025 Task 11 An Exploration of English and German Multi-label Emotion Detection using Fine-tuned Transformer Models
ACL 2025
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation
EMNLP 2025
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages
ACL 2025
JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval
ACL 2025
Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation
AAAI 2025
Demystifying Domain-adaptive Post-training for Financial LLMs
EMNLP 2025
Transferring Foundation Models for Generalizable Robotic Manipulation
WACV 2025
QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification
SEMEVAL 2025
Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation
ICCV 2025
PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts
ACL 2025
An Exemplar-based Framework for Chinese Text Recognition
AAAI 2025
AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition
ACL 2025
Reasoning Models Reason Well, Until They Don’t
IJCNLP 2025
BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages
IJCNLP 2025
Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction
AAAI 2025
Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content
ACL 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets
WACV 2025
TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking
ICCV 2025
The UNLP 2025 Shared Task on Detecting Social Media Manipulation
ACL 2025
Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation
WACV 2025
Cross-Task Affinity Learning for Multitask Dense Scene Predictions
WACV 2025
Multilingual Iterative Model Pruning: What Matters?
IJCNLP 2025
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