| Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1745 | 2023 |
| 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 | 1289 | 2022 |
| 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 | 1169 | 2023 |
| 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 | 326 | 2020 |
| 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 | 189* | 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 | 179 | 2020 |
| 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 | 135 | 2021 |
| 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 | 112 | 2020 |
| 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 | 103 | 2019 |
| 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 | 97 | 2019 |
| 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 | 93 | 2020 |
| 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 | 93 | 2019 |
| 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 | 89 | 2019 |
| 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 | 86 | 2021 |
| 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 | 82 | 2022 |
| Few-shot bot: Prompt-based learning for dialogue systems A Madotto, Z Lin, GI Winata, P Fung arXiv preprint arXiv:2110.08118, 2021 | 80 | 2021 |
| 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 | 79 | 2019 |
| 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 | 77 | 2021 |
| 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 | 68 | 2018 |
| Variational transformers for diverse response generation Z Lin, GI Winata, P Xu, Z Liu, P Fung arXiv preprint arXiv:2003.12738, 2020 | 66 | 2020 |
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