Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary

1 May 2017

Papers citing "Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary"

23 / 23 papers shown

Title
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati Andani Madodonga Vukosi Marivate Matthew Adendorff 46 1 0 12 Jun 2023
A Survey of Active Learning for Natural Language Processing Zhisong Zhang Emma Strubell Eduard H. Hovy LM&MA 92 68 0 18 Oct 2022
Efficient Entity Candidate Generation for Low-Resource Languages Alberto García-Durán Akhil Arora Robert West 61 0 0 30 Jun 2022
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 74 46 0 04 Dec 2020
Reducing Confusion in Active Learning for Part-Of-Speech Tagging Aditi Chaudhary Antonios Anastasopoulos Zaid A. W. Sheikh Graham Neubig 67 19 0 02 Nov 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 347 301 0 23 Oct 2020
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi Andre Niyongabo Rubungo Hong Qu Julia Kreutzer Li Huang 63 42 0 23 Oct 2020
Low-resource Languages: A Review of Past Work and Future Challenges Alexandre Magueresse Vincent Carles Evan Heetderks 99 177 0 12 Jun 2020
Linguistic Resources for Bhojpuri, Magahi and Maithili: Statistics about them, their Similarity Estimates, and Baselines for Three Applications Rajesh Kumar Mundotiya Manish Singh Rahul Kapur S. Mishra Anil Kumar Singh 57 11 0 29 Apr 2020
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages Katharina Kann Ophélie Lacroix Anders Søgaard 40 20 0 28 Apr 2020
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages Edoardo Ponti Ivan Vulić Ryan Cotterell Marinela Parović Roi Reichart Anna Korhonen BDL 112 29 0 30 Jan 2020
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations Zuyi Bao Rui Huang Chen Li Kenny Q. Zhu 37 4 0 24 Oct 2019
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages Yi Zhu Benjamin Heinzerling Ivan Vulić Michael Strube Roi Reichart Anna Korhonen 62 20 0 26 Sep 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers Aditi Chaudhary Jiateng Xie Zaid A. W. Sheikh Graham Neubig J. Carbonell 52 28 0 23 Aug 2019
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Shengfei Lyu Linghao Sun Huixiong Yi Yong Liu Huanhuan Chen Steven C. H. Hoi 56 0 0 04 Jun 2019
Zero-shot Neural Transfer for Cross-lingual Entity Linking Shruti Rijhwani Jiateng Xie Graham Neubig J. Carbonell 69 47 0 09 Nov 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 74 94 0 15 Oct 2018
Neural Cross-Lingual Named Entity Recognition with Minimal Resources Jiateng Xie Zhilin Yang Graham Neubig Noah A. Smith J. Carbonell 82 187 0 29 Aug 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 102 140 0 02 Jul 2018
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource Antonios Anastasopoulos M. Lekakou J. Quer Eleni Zimianiti Justin DeBenedetto David Chiang 104 28 0 11 Jun 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 61 172 0 25 Apr 2018
Learning how to Active Learn: A Deep Reinforcement Learning Approach Meng Fang Yuan Li Trevor Cohn 76 285 0 08 Aug 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 108 534 0 15 Jun 2017