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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

The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates INTERSPEECH 2021
A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech INTERSPEECH 2021
FRILL: A Non-Semantic Speech Embedding for Mobile Devices INTERSPEECH 2021
Self-Supervised End-to-End ASR for Low Resource L2 Swedish INTERSPEECH 2021
Improvement of Automatic English Pronunciation Assessment with Small Number of Utterances Using Sentence Speakability INTERSPEECH 2021
Weakly Supervised Construction of ASR Systems from Massive Video Data INTERSPEECH 2021
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks AAAI 2021
A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021
Multilingual Neural Semantic Parsing for Low-Resourced Languages ACL 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021
Hate Speech Detection Based on Sentiment Knowledge Sharing ACL 2021
Predicting the Success of Domain Adaptation in Text Similarity ACL 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 2021
Learning Dense Representations of Phrases at Scale IJCNLP 2021
Extracting Events from Industrial Incident Reports ACL 2021
PROTEST-ER: Retraining BERT for Protest Event Extraction ACL 2021
FII FUNNY at SemEval-2021 Task 7: HaHackathon: Detecting and rating Humor and Offense ACL 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble ACL 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering ACL 2021
Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation ACL 2021
RS_GV at SemEval-2021 Task 1: Sense Relative Lexical Complexity Prediction ACL 2021
Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021
Function Contrastive Learning of Transferable Meta-Representations ICML 2021
TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings ACL 2021
Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation SEMEVAL 2021