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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

MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid AAAI 2023
SharPT: Shared Latent Space Prompt Tuning EACL 2023
PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text INTERSPEECH 2023
Comparing domain-specific and domain-general BERT variants for inferred real-world knowledge through rare grammatical features in Serbian EACL 2023
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL 2023
Large Language Model Adaptation for Financial Sentiment Analysis IJCNLP 2023
Exploring Knowledge Composition for ESG Impact Type Determination IJCNLP 2023
Few-shot Spanish-Aymara Machine Translation Using English-Aymara Lexicon ACL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios ACL 2023
Unsupervised Transfer Components Learning for Cross-Domain Speech Emotion Recognition INTERSPEECH 2023
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis ACL 2023
Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023
Sartipi-Sedighin at SemEval-2023 Task 2: Fine-grained Named Entity Recognition with Pre-trained Contextual Language Models and Data Augmentation from Wikipedia ACL 2023
Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks JMLR 2023
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition INTERSPEECH 2023
Dragonfly_captain at SemEval-2023 Task 11: Unpacking Disagreement with Investigation of Annotator Demographics and Task Difficulty ACL 2023
DN at SemEval-2023 Task 12: Low-Resource Language Text Classification via Multilingual Pretrained Language Model Fine-tuning ACL 2023
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities 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
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
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
The Role of Formant and Excitation Source Features in Perceived Naturalness of Low Resource Tribal Language TTS: An Empirical Study INTERSPEECH 2023