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Transfer Learning

8,078 papers

Papers per year

Papers

Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System AAAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
Learning Representations for Robust Human-Robot Interaction AAAI 2024
Recent Advancements in Inverse Reinforcement Learning AAAI 2024
CHRONOS: A Schema-Based Event Understanding and Prediction System AAAI 2024
Revitalizing Bahnaric Language through Neural Machine Translation: Challenges, Strategies, and Promising Outcomes AAAI 2024
Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024
The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract) AAAI 2024
Enhancing Transcription Factor Prediction through Multi-Task Learning (Student Abstract) AAAI 2024
Finetuning LLMs for Automatic Concept to TTI Prompt Generation (Student Abstract) AAAI 2024
Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract) AAAI 2024
Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract) AAAI 2024
Visual Language – Let the Product Say What You Want AAAI 2024
Analysis of Multi-Source Language Training in Cross-Lingual Transfer ACL 2024
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation ACL 2024
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering ACL 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ACL 2024
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter ACL 2024
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024
Enhancing In-Context Learning via Implicit Demonstration Augmentation ACL 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024
Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024
Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction ACL 2024
A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024