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Transfer Learning

151 directly classified papers

Papers per year

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