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2005.00633
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From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers
1 May 2020
Anne Lauscher
Vinit Ravishankar
Ivan Vulić
Goran Glavaš
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Papers citing
"From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers"
36 / 36 papers shown
Cross-Lingual Stability and Bias in Instruction-Tuned Language Models for Humanitarian NLP
Poli A. Nemkova
Amrit Adhikari
Matthew Pearson
Vamsi Krishna Sadu
Mark V. Albert
120
1
0
26 Oct 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications
Amit Agarwal
Hansa Meghwani
Hitesh Laxmichand Patel
Tao Sheng
Sujith Ravi
Dan Roth
457
5
0
28 Sep 2025
Targeted Lexical Injection: Unlocking Latent Cross-Lingual Alignment in Lugha-Llama via Early-Layer LoRA Fine-Tuning
Stanley Ngugi
227
0
0
18 Jun 2025
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages
Alessio Buscemi
Cedric Lothritz
Sergio Morales
Marcos Gomez-Vazquez
Robert Clarisó
Jordi Cabot
German Castignani
386
3
0
19 Apr 2025
SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages
G. Ghazaryan
Erik Arakelyan
Pasquale Minervini
Isabelle Augenstein
SyDa
278
0
0
20 Jun 2024
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Hasti Toossi
Guo Qing Huai
Jinyu Liu
Eric Khiu
A. Seza Doğruöz
En-Shiun Annie Lee
309
8
0
17 May 2024
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors
International Conference on Natural Language and Speech Processing (ICNLSP), 2023
Shuyue Stella Li
Beining Xu
Xiangyu Zhang
Hexin Liu
Wen-Han Chao
Leibny Paola García
SSL
222
5
0
27 Nov 2023
DeMuX: Data-efficient Multilingual Learning
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Simran Khanuja
Srinivas Gowriraj
Lucio Dery
Graham Neubig
VLM
232
1
0
10 Nov 2023
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation
Aman Khullar
Daniel K. Nkemelu
Cuong V. Nguyen
Michael L. Best
276
13
0
04 Oct 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model
Interspeech (Interspeech), 2023
Hoyeon Lee
Hyun-Wook Yoon
Jong-Hwan Kim
Jae-Min Kim
VLM
318
3
0
05 Jun 2023
Multi-lingual and Multi-cultural Figurative Language Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Anubha Kabra
Emmy Liu
Simran Khanuja
Alham Fikri Aji
Genta Indra Winata
Samuel Cahyawijaya
Anuoluwapo Aremu
Perez Ogayo
Graham Neubig
211
61
0
25 May 2023
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop
Siting Liang
Mareike Hartmann
Daniel Sonntag
236
3
0
24 Jan 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ercong Nie
Sheng Liang
Helmut Schmid
Hinrich Schütze
VLM
RALM
LRM
512
25
0
19 Dec 2022
Automatic Identification of Motivation for Code-Switching in Speech Transcripts
Ritu Belani
Jeffrey Flanigan
249
0
0
30 Nov 2022
Language Models are Multilingual Chain-of-Thought Reasoners
International Conference on Learning Representations (ICLR), 2022
Freda Shi
Mirac Suzgun
Markus Freitag
Xuezhi Wang
Suraj Srivats
...
Yi Tay
Sebastian Ruder
Denny Zhou
Dipanjan Das
Jason W. Wei
ReLM
LRM
685
550
0
06 Oct 2022
Linguistically inspired roadmap for building biologically reliable protein language models
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Mai Ha Vu
Rahmad Akbar
Philippe A. Robert
B. Swiatczak
Victor Greiff
G. K. Sandve
Dag Trygve Tryslew Haug
313
47
0
03 Jul 2022
X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents
ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2022
Sotaro Takeshita
Tommaso Green
Niklas Friedrich
Kai Eckert
Simone Paolo Ponzetto
162
19
0
30 May 2022
Evaluating the Diversity, Equity and Inclusion of NLP Technology: A Case Study for Indian Languages
Findings (Findings), 2022
Simran Khanuja
Sebastian Ruder
Partha P. Talukdar
1.0K
25
0
25 May 2022
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ahmet Üstün
Arianna Bisazza
G. Bouma
Gertjan van Noord
Sebastian Ruder
240
38
0
24 May 2022
Analysing the Greek Parliament Records with Emotion Classification
John Pavlopoulos
Vanessa Lislevand
224
2
0
24 May 2022
Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing
Necva Bölücü
Burcu Can
171
6
0
01 Oct 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification
M Saiful Bari
Batool Haider
Saab Mansour
VLM
144
15
0
06 Sep 2021
A Primer on Pretrained Multilingual Language Models
Sumanth Doddapaneni
Gowtham Ramesh
Mitesh M. Khapra
Anoop Kunchukuttan
Pratyush Kumar
LRM
248
86
0
01 Jul 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Sebastian Ruder
Noah Constant
Jan A. Botha
Aditya Siddhant
Orhan Firat
...
Pengfei Liu
Junjie Hu
Dan Garrette
Graham Neubig
Melvin Johnson
ELM
AAML
LRM
319
219
0
15 Apr 2021
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Anna Langedijk
Verna Dankers
Phillip Lippe
Sander Bos
B. C. Guevara
H. Yannakoudakis
Ekaterina Shutova
CLL
224
17
0
10 Apr 2021
Attention Can Reflect Syntactic Structure (If You Let It)
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Vinit Ravishankar
Artur Kulmizev
Mostafa Abdou
Anders Søgaard
Joakim Nivre
152
40
0
26 Jan 2021
Emergent Communication Pretraining for Few-Shot Machine Translation
International Conference on Computational Linguistics (COLING), 2020
Yaoyiran Li
Edoardo Ponti
Ivan Vulić
Anna Korhonen
269
20
0
02 Nov 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Michael A. Hedderich
Lukas Lange
Heike Adel
Jannik Strötgen
Dietrich Klakow
718
363
0
23 Oct 2020
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages
Michael A. Hedderich
David Ifeoluwa Adelani
D. Zhu
Jesujoba Oluwadara Alabi
Udia Markus
Dietrich Klakow
252
79
0
07 Oct 2020
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties
Rochelle Choenni
Ekaterina Shutova
303
40
0
27 Sep 2020
Inducing Language-Agnostic Multilingual Representations
Wei Zhao
Steffen Eger
Johannes Bjerva
Isabelle Augenstein
243
70
0
20 Aug 2020
Identifying Necessary Elements for BERT's Multilinguality
Philipp Dufter
Hinrich Schütze
443
18
0
01 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Edoardo Ponti
Goran Glavaš
Olga Majewska
Qianchu Liu
Ivan Vulić
Anna Korhonen
LRM
610
420
0
01 May 2020
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers
International Conference on Computational Linguistics (COLING), 2020
Robert Litschko
Ivan Vulić
Zeljko Agic
Goran Glavaš
203
5
0
16 Apr 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
Computational Linguistics (CL), 2020
Ivan Vulić
Simon Baker
Edoardo Ponti
Ulla Petti
Ira Leviant
...
Eden Bar
Matt Malone
Thierry Poibeau
Roi Reichart
Anna Korhonen
261
94
0
10 Mar 2020
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages
Transactions of the Association for Computational Linguistics (TACL), 2020
Edoardo Ponti
Ivan Vulić
Robert Bamler
Marinela Parović
Roi Reichart
Anna Korhonen
BDL
382
30
0
30 Jan 2020
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