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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
Foundation Model for Material Science AAAI 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023
MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid AAAI 2023
RILS: Masked Visual Reconstruction in Language Semantic Space CVPR 2023
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling CVPR 2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023
Exploiting Multiple Abstractions in Episodic RL via Reward Shaping AAAI 2023
Rudolf Christoph Eucken at SemEval-2023 Task 4: An Ensemble Approach for Identifying Human Values from Arguments SEMEVAL 2023
Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract) AAAI 2023
LSJSP at SemEval-2023 Task 2: FTBC: A FastText based framework with pre-trained BERT for NER SEMEVAL 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023
PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text INTERSPEECH 2023
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL 2023
Unsupervised Transfer Components Learning for Cross-Domain Speech Emotion Recognition INTERSPEECH 2023
Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition INTERSPEECH 2023
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities ACL 2023
Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation ACL 2023
Domain Transfer for Empathy, Distress, and Personality Prediction ACL 2023
Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease ACL 2023
TADA : Task Agnostic Dialect Adapters for English ACL 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023
Joint Instance Reconstruction and Feature Subspace Alignment for Cross-Domain Speech Emotion Recognition INTERSPEECH 2023
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation ACL 2023