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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

Technical Question Answering across Tasks and Domains NAACL 2021
Translate and Classify: Improving Sequence Level Classification for English-Hindi Code-Mixed Data NAACL 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles ACL 2021
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques ACL 2021
Cisco at SemEval-2021 Task 5: What’s Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments ACL 2021
WVOQ at SemEval-2021 Task 6: BART for Span Detection and Classification ACL 2021
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense ACL 2021
Towards Enabling Learnware to Handle Unseen Jobs AAAI 2021
NLyticsFKIE at SemEval-2021 Task 6: Detection of Persuasion Techniques In Texts And Images ACL 2021
Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021
Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer EMNLP 2021
Generalised Task Planning with First-Order Function Approximation CORL 2021
Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation ACL 2021
Distant Transfer Learning via Deep Random Walk AAAI 2021
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation EACL 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling EACL 2021
Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages EACL 2021
IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian Languages EACL 2021
Bitions@DravidianLangTech-EACL2021: Ensemble of Multilingual Language Models with Pseudo Labeling for offence Detection in Dravidian Languages EACL 2021
JUNLP@DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Langauges EACL 2021
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages EACL 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble SEMEVAL 2021
1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models SEMEVAL 2021
MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion ACL 2021