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Transfer Learning
151 directly classified papers
Papers per year
2006: 1
2013: 1
2014: 1
2017: 2
2018: 7
2019: 6
2020: 8
2021: 8
2022: 14
2023: 28
2024: 42
2025: 32
2026: 1
Papers
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
ACL 2025
MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval
ACL 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
ACL 2025
Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models
ACL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
ACL 2025
LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models
ACL 2025
Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
ACL 2025
Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring
ACL 2025
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
NIPS 2024
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
NIPS 2024
Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation
AAAI 2024
A Diffusion-Based Pre-training Framework for Crystal Property Prediction
AAAI 2024
Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach
AAAI 2024
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs
AAAI 2024
Federated Graph Learning for Cross-Domain Recommendation
NIPS 2024
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling
AAAI 2024
RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?
EMNLP 2024
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models
EMNLP 2024
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation
AAAI 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
EMNLP 2024
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models
EMNLP 2024
MaCmS: Magahi Code-mixed Dataset for Sentiment Analysis
COLING 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning
EMNLP 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts
EMNLP 2024
Nuclear Fusion Diamond Polishing Dataset
NIPS 2024
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