A Survey on Recent Approaches for Natural Language Processing in
Low-Resource Scenarios

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios

23 October 2020

Michael A. Hedderich

Jannik Strötgen

Dietrich Klakow

Papers citing "A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios"

14 / 14 papers shown

Title
Efficient Domain-adaptive Continual Pretraining for the Process Industry in the German Language Anastasia Zhukova Christian E. Matt Terry Ruas Bela Gipp CLL VLM 91 0 0 28 Apr 2025
Speaker Diarization for Low-Resource Languages Through Wav2vec Fine-Tuning Abdulhady Abas Abdullah S. H. Karim Sara Azad Ahmed Kanar R. Tariq Tarik Ahmed Rashid 44 0 0 23 Apr 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 33 0 0 14 Mar 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 32 0 0 27 Feb 2025
Text2Data: Low-Resource Data Generation with Textual Control Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai R. Xu H. Wang Caiming Xiong S. DiffM 63 0 0 03 Jan 2025
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 36 1 0 31 Dec 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao B. Wang Weipeng Chen Ji-Rong Wen 52 0 0 10 Oct 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 34 7 0 09 May 2024
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 224 1,281 0 18 Mar 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 204 315 0 04 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 245 1,382 0 21 Jan 2020
Challenges of language technologies for the indigenous languages of the Americas Manuel Mager Ximena Gutierrez-Vasques Gerardo E Sierra Ivan Vladimir Meza Ruiz VLM 176 82 0 12 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 234 9,525 0 09 Mar 2017
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 198 315 0 06 Jun 2016