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Transfer Learning

8078 directly classified papers

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Papers

Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025
Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025
Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025
MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025
DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models AAAI 2025
Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025
Adaptive Dataset Quantization AAAI 2025
DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking ICCV 2025
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025
Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning EMNLP 2025
Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025
Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration EMNLP 2025
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
Dynamic Graph Learning with Static Relations for Credit Risk Assessment AAAI 2025
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025
Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025
Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025
SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025
Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025