To Share or not to Share: Predicting Sets of Sources for Model Transfer
Learning

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To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021

16 April 2021

Jannik Strötgen

Dietrich Klakow

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Papers citing "To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning"

11 / 11 papers shown

Statistical Deficiency for Task Inclusion Estimation

Statistical Deficiency for Task Inclusion EstimationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

Frédéric Béchet

Géraldine Damnati

Gwénolé Lecorvé

Philippe Formont

Pablo Piantanida

1.3K

1

0

07 Mar 2025

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for
Multilingual Semantic Textual Relatedness

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual RelatednessInternational Workshop on Semantic Evaluation (SemEval), 2024

Jesujoba Oluwadara Alabi

Dietrich Klakow

333

6

0

01 Apr 2024

Selecting Subsets of Source Data for Transfer Learning with Applications
in Metal Additive Manufacturing

Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive ManufacturingJournal of Intelligent Manufacturing (J Intell Manuf), 2024

M. Rahmani Dehaghani

252

20

0

16 Jan 2024

GradSim: Gradient-Based Language Grouping for Effective Multilingual
Training

GradSim: Gradient-Based Language Grouping for Effective Multilingual TrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023

Jannik Strötgen

Hinrich Schütze

297

5

0

23 Oct 2023

TADA: Efficient Task-Agnostic Domain Adaptation for Transformers

TADA: Efficient Task-Agnostic Domain Adaptation for TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023

Chia-Chien Hung

Jannik Strötgen

340

13

0

22 May 2023

NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language
Selection for Low-Resource Multilingual Sentiment Analysis

NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment AnalysisInternational Workshop on Semantic Evaluation (SemEval), 2023

Jannik Strötgen

Hinrich Schütze

295

22

0

28 Apr 2023

Leveraging Open Data and Task Augmentation to Automated Behavioral
Coding of Psychotherapy Conversations in Low-Resource Scenarios

Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource ScenariosConference on Empirical Methods in Natural Language Processing (EMNLP), 2022

Nikolaos Flemotomos

David C. Atkins

Shrikanth Narayanan

222

6

0

25 Oct 2022

A Survey of Methods for Addressing Class Imbalance in Deep-Learning
Based Natural Language Processing

A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language ProcessingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022

William H. Beluch

Annemarie Friedrich

232

32

0

10 Oct 2022

Unsupervised Cross-Task Generalization via Retrieval Augmentation

Unsupervised Cross-Task Generalization via Retrieval AugmentationNeural Information Processing Systems (NeurIPS), 2022

Bill Yuchen Lin

Xiang Ren

291

53

0

17 Apr 2022

CLIN-X: pre-trained language models and a study on cross-task transfer
for concept extraction in the clinical domain

CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain

Jannik Strötgen

Dietrich Klakow

280

24

0

16 Dec 2021

Boosting Transformers for Job Expression Extraction and Classification
in a Low-Resource Setting

Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting

Jannik Strötgen

143

6

0

17 Sep 2021