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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
Lukas Lange
Jannik Strötgen
Heike Adel
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
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Loïc Fosse
Frédéric Béchet
Benoit Favre
Géraldine Damnati
Gwénolé Lecorvé
Maxime Darrin
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
International Workshop on Semantic Evaluation (SemEval), 2024
Miaoran Zhang
Mingyang Wang
Jesujoba Oluwadara Alabi
Dietrich Klakow
VLM
333
6
0
01 Apr 2024
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing
Journal of Intelligent Manufacturing (J Intell Manuf), 2024
Yifan Tang
M. Rahmani Dehaghani
Pouyan Sajadi
G. G. Wang
257
20
0
16 Jan 2024
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mingyang Wang
Heike Adel
Lukas Lange
Jannik Strötgen
Hinrich Schütze
297
5
0
23 Oct 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Chia-Chien Hung
Lukas Lange
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
International Workshop on Semantic Evaluation (SemEval), 2023
Mingyang Wang
Heike Adel
Lukas Lange
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
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhuohao Chen
Nikolaos Flemotomos
Zac E. Imel
David C. Atkins
Shrikanth Narayanan
228
6
0
25 Oct 2022
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Sophie Henning
William H. Beluch
Kangyang Luo
Annemarie Friedrich
232
32
0
10 Oct 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation
Neural Information Processing Systems (NeurIPS), 2022
Bill Yuchen Lin
Kangmin Tan
Chris Miller
Beiwen Tian
Xiang Ren
LRM
RALM
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
Lukas Lange
Heike Adel
Jannik Strötgen
Dietrich Klakow
AILaw
LM&MA
280
24
0
16 Dec 2021
Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting
Lukas Lange
Heike Adel
Jannik Strötgen
143
6
0
17 Sep 2021
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