Holy Lovenia

Selected Publications

1. NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages

   Samuel Cahyawijaya,  Holy Lovenia, Fajri Koto, Dea Adhista, Emmanuel Dave, Sarah Oktavianti, Salsabil Akbar, Jhonson Lee, Nuur Shadieq, Tjeng Wawan Cenggoro, hanung linuwih, Bryan Wilie, Galih Muridan, Genta Winata, David Moeljadi, Alham Fikri Aji, Ayu Purwarianti, and Pascale Fung.

   In Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. Nov 2023.

   arXiv Bib PDF Code Poster Slides

   @inproceedings{cahyawijaya-EtAl:2023:ijcnlp,
     title = {{NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages}},
     author = {Cahyawijaya, Samuel and Lovenia, Holy and Koto, Fajri and Adhista, Dea and Dave, Emmanuel and Oktavianti, Sarah and Akbar, Salsabil and Lee, Jhonson and Shadieq, Nuur and Cenggoro, Tjeng Wawan and linuwih, hanung and Wilie, Bryan and Muridan, Galih and Winata, Genta and Moeljadi, David and Aji, Alham Fikri and Purwarianti, Ayu and Fung, Pascale},
     year = {2023},
     month = nov,
     booktitle = {Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics},
     publisher = {Association for Computational Linguistics},
     address = {Nusa Dua, Bali},
     pages = {921--945},
   }

2. Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

   Holy Lovenia, Wenliang Dai, Samuel Cahyawijaya, Ziwei Ji, and Pascale Fung.

   arXiv preprint arXiv:2310.05338. Nov 2023.

   arXiv Bib

   @article{lovenia2023negative,
     title = {{Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models}},
     author = {Lovenia, Holy and Dai, Wenliang and Cahyawijaya, Samuel and Ji, Ziwei and Fung, Pascale},
     year = {2023},
     journal = {arXiv preprint arXiv:2310.05338},
   }

3. InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems

   Willy Chung, Samuel Cahyawijaya, Bryan Wilie,  Holy Lovenia, and Pascale Fung.

   In Proceedings of the 2nd Workshop on Natural Language Interfaces (NLint) at the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. Nov 2023.

   arXiv Bib Code Poster

   @inproceedings{chung2023instructtods,
     title = {{InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems}},
     author = {Chung, Willy and Cahyawijaya, Samuel and Wilie, Bryan and Lovenia, Holy and Fung, Pascale},
     year = {2023},
     month = nov,
     booktitle = {Proceedings of the 2nd Workshop on Natural Language Interfaces (NLint) at the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics},
     publisher = {Association for Computational Linguistics},
     address = {Nusa Dua, Bali},
   }

4. A multitask, multilingual, multimodal evaluation of ChatGPT on reasoning, hallucination, and interactivity

   Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie,  Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, and others.

   In Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. Nov 2023.

   arXiv Bib PDF Code Poster

   @inproceedings{bang2023multitask,
     title = {{A multitask, multilingual, multimodal evaluation of ChatGPT on reasoning, hallucination, and interactivity}},
     author = {Bang, Yejin and Cahyawijaya, Samuel and Lee, Nayeon and Dai, Wenliang and Su, Dan and Wilie, Bryan and Lovenia, Holy and Ji, Ziwei and Yu, Tiezheng and Chung, Willy and others},
     year = {2023},
     month = nov,
     journal = {arXiv preprint arXiv:2302.04023},
     booktitle = {Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics},
     publisher = {Association for Computational Linguistics},
     address = {Nusa Dua, Bali},
     pages = {675--718},
   }

5. NusaCrowd: Open Source Initiative for Indonesian NLP Resources

   Samuel Cahyawijaya,  Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Fajri Koto, and others.

   In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, 9-14 July 2023. Nov 2023.

   arXiv Bib PDF Supp Code Poster

   @inproceedings{cahyawijaya2022nusacrowd,
     title = {{NusaCrowd: Open Source Initiative for Indonesian NLP Resources}},
     author = {Cahyawijaya, Samuel and Lovenia, Holy and Aji, Alham Fikri and Winata, Genta Indra and Wilie, Bryan and Mahendra, Rahmad and Wibisono, Christian and Romadhony, Ade and Vincentio, Karissa and Koto, Fajri and others},
     year = {2023},
     journal = {arXiv preprint arXiv:2207.10524},
     booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023, Toronto, Canada, 9-14 July 2023},
     publisher = {Association for Computational Linguistics},
     series = {Findings of {ACL}},
     volume = {{ACL} 2023},
   }

6. Prompting Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages

   Zheng-Xin Yong, Ruochen Zhang, Jessica Zosa Forde, Skyler Wang, Samuel Cahyawijaya,  Holy Lovenia, Lintang Sutawika, Jan Christian Blaise Cruz, Long Phan, Yin Lin Tan, and others.

   arXiv preprint arXiv:2303.13592. Nov 2023.

   arXiv Bib

   @article{yong2023prompting,
     title = {{Prompting Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages}},
     author = {Yong, Zheng-Xin and Zhang, Ruochen and Forde, Jessica Zosa and Wang, Skyler and Cahyawijaya, Samuel and Lovenia, Holy and Sutawika, Lintang and Cruz, Jan Christian Blaise and Phan, Long and Tan, Yin Lin and others},
     year = {2023},
     journal = {arXiv preprint arXiv:2303.13592},
   }

7. Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue

   Holy Lovenia, Samuel Cahyawijaya, and Pascale Fung.

   In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop. May 2023.

   arXiv Bib PDF Code Poster Slides

   @inproceedings{lovenia-etal-2023-one,
     title = {{Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue}},
     author = {Lovenia, Holy and Cahyawijaya, Samuel and Fung, Pascale},
     year = {2023},
     month = may,
     booktitle = {Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop},
     publisher = {Association for Computational Linguistics},
     address = {Dubrovnik, Croatia},
     pages = {61--72},
   }

8. ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation

   Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Xu Yan, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J Barezi, and others.

   In Proceedings of the 13th Language Resources and Evaluation Conference (LREC). May 2022.

   arXiv Bib Supp Code Poster Slides

   @inproceedings{lovenia2022ascend,
     title = {{ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation}},
     author = {Lovenia, Holy and Cahyawijaya, Samuel and Winata, Genta Indra and Xu, Peng and Yan, Xu and Liu, Zihan and Frieske, Rita and Yu, Tiezheng and Dai, Wenliang and Barezi, Elham J and others},
     year = {2022},
     booktitle = {Proceedings of the 13th Language Resources and Evaluation Conference (LREC)},
   }

9. Speech artifact removal from EEG recordings of spoken word production with tensor decomposition

   Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, and Satoshi Nakamura.

   In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). May 2019.

   arXiv Bib PDF Poster

   @inproceedings{lovenia2019speech,
     title = {{Speech artifact removal from EEG recordings of spoken word production with tensor decomposition}},
     author = {Lovenia, Holy and Tanaka, Hiroki and Sakti, Sakriani and Purwarianti, Ayu and Nakamura, Satoshi},
     year = {2019},
     booktitle = {ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     pages = {1115--1119},
     organization = {IEEE},
   }