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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

How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks EMNLP 2020
PUM at SemEval-2020 Task 12: Aggregation of Transformer-based Models’ Features for Offensive Language Recognition SEMEVAL 2020
Team DoNotDistribute at SemEval-2020 Task 11: Features, Finetuning, and Data Augmentation in Neural Models for Propaganda Detection in News Articles SEMEVAL 2020
Aschern at SemEval-2020 Task 11: It Takes Three to Tango: RoBERTa, CRF, and Transfer Learning SEMEVAL 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning SEMEVAL 2020
Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data SEMEVAL 2020
Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis SEMEVAL 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer AACL 2020
IUST at SemEval-2020 Task 9: Sentiment Analysis for Code-Mixed Social Media Text Using Deep Neural Networks and Linear Baselines SEMEVAL 2020
IRLab_DAIICT at SemEval-2020 Task 9: Machine Learning and Deep Learning Methods for Sentiment Analysis of Code-Mixed Tweets SEMEVAL 2020
MemoSYS at SemEval-2020 Task 8: Multimodal Emotion Analysis in Memes SEMEVAL 2020
Memebusters at SemEval-2020 Task 8: Feature Fusion Model for Sentiment Analysis on Memes Using Transfer Learning SEMEVAL 2020
KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet Memes SEMEVAL 2020
Infotec + CentroGEO at SemEval-2020 Task 8: Deep Learning and Text Categorization approach for Memes classification SEMEVAL 2020
Palomino-Ochoa at SemEval-2020 Task 9: Robust System Based on Transformer for Code-Mixed Sentiment Classification SEMEVAL 2020
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction SEMEVAL 2020
Audiovisual Correspondence Learning in Humans and Machines INTERSPEECH 2020
Towards Universal Text-to-Speech INTERSPEECH 2020
Multi-Lingual Multi-Speaker Text-to-Speech Synthesis for Voice Cloning with Online Speaker Enrollment INTERSPEECH 2020
A Low Latency ASR-Free End to End Spoken Language Understanding System INTERSPEECH 2020
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020
QiaoNing at SemEval-2020 Task 4: Commonsense Validation and Explanation System Based on Ensemble of Language Model SEMEVAL 2020
Transfer Learning for Improving Singing-Voice Detection in Polyphonic Instrumental Music INTERSPEECH 2020
Speech Representation Learning for Emotion Recognition Using End-to-End ASR with Factorized Adaptation INTERSPEECH 2020
Towards Learning a Universal Non-Semantic Representation of Speech INTERSPEECH 2020