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Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
17612023
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
Transactions on Machine Learning Research, 2022
13182022
NusaCrowd: Open source initiative for Indonesian NLP resources
S Cahyawijaya, H Lovenia, AF Aji, G Winata, B Wilie, F Koto, R Mahendra, ...
Findings of the Association for Computational Linguistics: ACL 2023, 13745-13818, 2023
11702023
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding
B Wilie, K Vincentio, GI Winata, S Cahyawijaya, X Li, ZY Lim, S Soleman, ...
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the …, 2020
3302020
CAiRE: An End-to-End Empathetic Chatbot
Z Lin, P Xu, GI Winata, Z Liu, P Fung
Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13622 …, 2019
190*2019
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
Z Lin, A Madotto, GI Winata, P Fung
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
1802020
Language Models are Few-shot Multilingual Learners
GI Winata, A Madotto, Z Lin, R Liu, J Yosinski, P Fung
Proceedings of the 1st Workshop on Multilingual Representation Learning, 2021
1392021
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling
Z Liu, GI Winata, P Xu, P Fung
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
1132020
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems
Z Liu, GI Winata, Z Lin, P Xu, P Fung
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 8433 …, 2019
1042019
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences
GI Winata, A Madotto, CS Wu, P Fung
Proceedings of the 23rd Conference on Computational Natural Language …, 2019
982019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning
D Su, Y Xu, GI Winata, P Xu, H Kim, Z Liu, P Fung
Proceedings of the 2nd Workshop on Machine Reading for Question Answering …, 2019
962019
Learning Fast Adaptation on Cross-Accented Speech Recognition
GI Winata, S Cahyawijaya, Z Liu, Z Lin, A Madotto, P Xu, P Fung
Proc. Interspeech 2020, 1276-1280, 2020
932020
Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer
GI Winata, S Cahyawijaya, Z Lin, Z Liu, P Fung
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2019
902019
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
S Cahyawijaya, GI Winata, B Wilie, K Vincentio, X Li, A Kuncoro, S Ruder, ...
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
882021
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia
AF Aji, GI Winata, F Koto, S Cahyawijaya, A Romadhony, R Mahendra, ...
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
862022
Few-shot bot: Prompt-based learning for dialogue systems
A Madotto, Z Lin, GI Winata, P Fung
arXiv preprint arXiv:2110.08118, 2021
802021
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
Z Liu, J Shin, Y Xu, GI Winata, P Xu, A Madotto, P Fung
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
792019
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
Northern European Journal of Language Technology 2023, 2021
782021
Attention-based lstm for psychological stress detection from spoken language using distant supervision
GI Winata, OP Kampman, P Fung
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
682018
Nusax: Multilingual parallel sentiment dataset for 10 indonesian local languages
GI Winata, AF Aji, S Cahyawijaya, R Mahendra, F Koto, A Romadhony, ...
Proceedings of the 17th Conference of the European Chapter of the …, 2022
662022
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