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Artificial Intelligence
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Learning Paradigms
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Transfer Learning
8,078 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
View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning
CVPR 2024
OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning
CVPR 2024
Active Generalized Category Discovery
CVPR 2024
Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation
CVPR 2024
Transferable and Principled Efficiency for Open-Vocabulary Segmentation
CVPR 2024
DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning
CVPR 2024
MMA: Multi-Modal Adapter for Vision-Language Models
CVPR 2024
From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions
EACL 2024
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties
EACL 2024
MAFIA: Multi-Adapter Fused Inclusive Language Models
EACL 2024
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions
EACL 2024
Automated Cognate Detection as a Supervised Link Prediction Task with Cognate Transformer
EACL 2024
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching
EACL 2024
Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues
EACL 2024
Kardeş-NLU: Transfer to Low-Resource Languages with the Help of a High-Resource Cousin – A Benchmark and Evaluation for Turkic Languages
EACL 2024
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond
EACL 2024
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge
EACL 2024
Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue
EACL 2024
Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection
EACL 2024
Counterfactual Reasoning with Knowledge Graph Embeddings
EACL 2024
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning
EACL 2024
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling
EACL 2024
Toward Zero-Shot Instruction Following
EACL 2024
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases
EACL 2024
Topic-guided Example Selection for Domain Adaptation in LLM-based Machine Translation
EACL 2024
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