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

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

Title
Statistical Deficiency for Task Inclusion Estimation Loïc Fosse Frédéric Béchet Benoit Favre Géraldine Damnati Gwénolé Lecorvé Maxime Darrin Philippe Formont Pablo Piantanida 528 0 0 07 Mar 2025
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness Miaoran Zhang Mingyang Wang Jesujoba Oluwadara Alabi Dietrich Klakow VLM 84 6 0 01 Apr 2024
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing Yifan Tang M. Rahmani Dehaghani Pouyan Sajadi G. G. Wang 27 13 0 16 Jan 2024
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze 86 4 0 23 Oct 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers Chia-Chien Hung Lukas Lange Jannik Strötgen 91 10 0 22 May 2023
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze 104 19 0 28 Apr 2023
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios Zhuohao Chen Nikolaos Flemotomos Zac E. Imel David C. Atkins Shrikanth Narayanan 64 4 0 25 Oct 2022
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing Sophie Henning William H. Beluch Alexander Fraser Annemarie Friedrich 39 22 0 10 Oct 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation Bill Yuchen Lin Kangmin Tan Chris Miller Beiwen Tian Xiang Ren LRM RALM 84 49 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 83 21 0 16 Dec 2021
Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting Lukas Lange Heike Adel Jannik Strötgen 63 5 0 17 Sep 2021