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2104.07412
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XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
15 April 2021
Sebastian Ruder
Noah Constant
Jan A. Botha
Aditya Siddhant
Orhan Firat
Jinlan Fu
Pengfei Liu
Junjie Hu
Dan Garrette
Graham Neubig
Melvin Johnson
ELM
AAML
LRM
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Papers citing
"XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation"
47 / 147 papers shown
Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know About It
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Lifeng Han
G. Erofeev
Irina Sorokina
Serge Gladkoff
Goran Nenadic
LM&MA
357
10
0
15 Sep 2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages
Qingyuan Zhang
Xiaoyu Shen
Ernie Chang
Jidong Ge
Peng-Jen Chen
181
15
0
27 Aug 2022
Massively Multilingual Lexical Specialization of Multilingual Transformers
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Tommaso Green
Simone Paolo Ponzetto
Goran Glavaš
429
0
0
01 Aug 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
138
18
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
669
24
0
25 May 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kevin Heffernan
Onur cCelebi
Holger Schwenk
254
64
0
25 May 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tu Vu
Aditya Barua
Brian Lester
Daniel Cer
Mohit Iyyer
Noah Constant
CLL
321
72
0
25 May 2022
Local Byte Fusion for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Makesh Narsimhan Sreedhar
Xiangpeng Wan
Yu-Jie Cheng
Junjie Hu
473
7
0
23 May 2022
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Haoran Xu
Philipp Koehn
Kenton W. Murray
MoMe
99
7
0
23 May 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval
Findings (Findings), 2022
Tong Niu
Kazuma Hashimoto
Yingbo Zhou
Caiming Xiong
VLM
119
7
0
17 May 2022
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages
Kabir Ahuja
Sandipan Dandapat
Sunayana Sitaram
Monojit Choudhury
LRM
190
18
0
12 May 2022
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Kabir Ahuja
Shanu Kumar
Sandipan Dandapat
Monojit Choudhury
160
30
0
12 May 2022
Enhancing Cross-lingual Transfer by Manifold Mixup
International Conference on Learning Representations (ICLR), 2022
Huiyun Yang
Huadong Chen
Hao Zhou
Lei Li
AAML
164
46
0
09 May 2022
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yanghua Xiao
Jinlan Fu
See-Kiong Ng
Pengfei Liu
131
2
0
04 May 2022
Polyglot Prompt: Multilingual Multitask PrompTraining
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jinlan Fu
See-Kiong Ng
Pengfei Liu
186
13
0
29 Apr 2022
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer
Haoran Xu
Kenton W. Murray
176
12
0
29 Apr 2022
IndicXNLI: Evaluating Multilingual Inference for Indian Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Divyanshu Aggarwal
V. Gupta
Anoop Kunchukuttan
171
35
0
19 Apr 2022
Multilingual Event Linking to Wikidata
Adithya Pratapa
Rishubh Gupta
Teruko Mitamura
195
7
0
13 Apr 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer
European Conference on Information Retrieval (ECIR), 2022
Pavel Efimov
Leonid Boytsov
E. Arslanova
Pavel Braslavski
195
10
0
13 Apr 2022
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic?
International Conference on Computational Linguistics (COLING), 2022
Ishani Mondal
Kabir Ahuja
Mohit Jain
Jacki O Neil
Kalika Bali
Monojit Choudhury
ELM
LM&MA
162
4
0
06 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval
International Conference on Computational Linguistics (COLING), 2022
Robert Litschko
Ivan Vulić
Goran Glavaš
LRM
390
19
0
05 Apr 2022
Multilingual CheckList: Generation and Evaluation
Karthikeyan K
Shaily Bhatt
Pankaj Singh
Somak Aditya
Sandipan Dandapat
Sunayana Sitaram
Monojit Choudhary
ELM
298
2
0
24 Mar 2022
XTREME-S: Evaluating Cross-lingual Speech Representations
Interspeech (Interspeech), 2022
Alexis Conneau
Ankur Bapna
Yu Zhang
Min Ma
Patrick von Platen
...
Orhan Firat
Michael Auli
Sebastian Ruder
Jason Riesa
Melvin Johnson
VLM
AILaw
ELM
259
23
0
21 Mar 2022
Challenges and Strategies in Cross-Cultural NLP
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Daniel Hershcovich
Stella Frank
Heather Lent
Miryam de Lhoneux
Mostafa Abdou
...
Ruixiang Cui
Constanza Fierro
Katerina Margatina
Phillip Rust
Anders Søgaard
329
229
0
18 Mar 2022
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Xinyi Wang
Sebastian Ruder
Graham Neubig
242
67
0
17 Mar 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Kuan-Hao Huang
I-Hung Hsu
Premkumar Natarajan
Kai-Wei Chang
Nanyun Peng
157
75
0
15 Mar 2022
mSLAM: Massively multilingual joint pre-training for speech and text
Ankur Bapna
Colin Cherry
Yu Zhang
Ye Jia
Melvin Johnson
Yong Cheng
Simran Khanuja
Jason Riesa
Alexis Conneau
VLM
168
122
0
03 Feb 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
International Conference on Machine Learning (ICML), 2022
Emanuele Bugliarello
Fangyu Liu
Jonas Pfeiffer
Siva Reddy
Desmond Elliott
Edoardo Ponti
Ivan Vulić
MLLM
VLM
ELM
378
70
0
27 Jan 2022
Few-shot Learning with Multilingual Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Xi Lin
Todor Mihaylov
Mikel Artetxe
Tianlu Wang
Shuohui Chen
...
Luke Zettlemoyer
Zornitsa Kozareva
Mona T. Diab
Ves Stoyanov
Xian Li
BDL
ELM
LRM
353
353
0
20 Dec 2021
DOCmT5: Document-Level Pretraining of Multilingual Language Models
Chia-Hsuan Lee
Aditya Siddhant
Viresh Ratnakar
Melvin Johnson
LRM
152
13
0
16 Dec 2021
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Arun Babu
Changhan Wang
Andros Tjandra
Kushal Lakhotia
Qiantong Xu
...
Yatharth Saraf
J. Pino
Alexei Baevski
Alexis Conneau
Michael Auli
SSL
402
904
0
17 Nov 2021
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training
Ankur Bapna
Yu-An Chung
Na Wu
Anmol Gulati
Ye Jia
J. Clark
Melvin Johnson
Jason Riesa
Alexis Conneau
Yu Zhang
VLM
254
100
0
20 Oct 2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
Biao Zhang
Ankur Bapna
Melvin Johnson
A. Dabirmoghaddam
N. Arivazhagan
Orhan Firat
168
15
0
21 Sep 2021
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction
M. Yarmohammadi
Shijie Wu
Marc Marone
Haoran Xu
Seth Ebner
...
Craig Harman
Kenton W. Murray
Aaron Steven White
Mark Dredze
Benjamin Van Durme
156
29
0
14 Sep 2021
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer
Ilias Chalkidis
Manos Fergadiotis
Ion Androutsopoulos
AILaw
391
131
0
02 Sep 2021
Discovering Representation Sprachbund For Multilingual Pre-Training
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yiming Fan
Yaobo Liang
Alexandre Muzio
Hany Hassan
Houqiang Li
Ming Zhou
Nan Duan
112
10
0
01 Sep 2021
cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE
Lifeng Han
Irina Sorokina
G. Erofeev
Serge Gladkoff
230
13
0
21 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing
Katikapalli Subramanyam Kalyan
A. Rajasekharan
S. Sangeetha
VLM
LM&MA
295
313
0
12 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata
Transactions of the Association for Computational Linguistics (TACL), 2021
Ruixiang Cui
Rahul Aralikatte
Heather Lent
Daniel Hershcovich
232
15
0
07 Aug 2021
EENLP: Cross-lingual Eastern European NLP Index
International Conference on Language Resources and Evaluation (LREC), 2021
Alexey Tikhonov
Alex Malkhasov
A. Manoshin
George-Andrei Dima
Réka Cserháti
Md. Sadek Hossain Asif
Matt Sárdi
212
2
0
05 Aug 2021
Modelling Latent Translations for Cross-Lingual Transfer
Edoardo Ponti
Julia Kreutzer
Ivan Vulić
Siva Reddy
234
21
0
23 Jul 2021
A Primer on Pretrained Multilingual Language Models
Sumanth Doddapaneni
Gowtham Ramesh
Mitesh M. Khapra
Anoop Kunchukuttan
Pratyush Kumar
LRM
213
83
0
01 Jul 2021
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer
Iulia Turc
Kenton Lee
Jacob Eisenstein
Ming-Wei Chang
Kristina Toutanova
139
61
0
30 Jun 2021
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization
Yi Tay
Vinh Q. Tran
Sebastian Ruder
Jai Gupta
Hyung Won Chung
Dara Bahri
Zhen Qin
Simon Baumgartner
Cong Yu
Donald Metzler
334
187
0
23 Jun 2021
Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods
Lifeng Han
Gareth J. F. Jones
Alan F. Smeaton
187
42
0
05 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems
Journal of Artificial Intelligence Research (JAIR), 2021
E. Razumovskaia
Goran Glavaš
Olga Majewska
Edoardo Ponti
Anna Korhonen
Ivan Vulić
481
38
0
17 Apr 2021
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
Transactions of the Association for Computational Linguistics (TACL), 2020
J. Clark
Eunsol Choi
Michael Collins
Dan Garrette
Tom Kwiatkowski
Vitaly Nikolaev
J. Palomaki
544
686
0
10 Mar 2020
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