Publications

publications is in reversed chronological order.

2024

  1. arXiv
    Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models
    Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya, and Ayu Purwarianti
    arXiv preprint arXiv:2409.14785, 2024
    arXiv
  2. arXiv
    Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey
    Genta Indra Winata, Hanyang Zhao, Anirban Das, Wenpin Tang, David D Yao, and 2 more authors
    arXiv preprint arXiv:2409.11564, 2024
    arXiv
  3. EMNLP
    SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
    Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V Miranda, Jennifer Santoso, and 6 more authors
    arXiv preprint arXiv:2406.10118, 2024
    arXiv
  4. arXiv
    ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
    David Anugraha, Genta Indra Winata, Chenyue Li, Patrick Amadeus Irawan, and En-Shiun Annie Lee
    arXiv preprint arXiv:2406.09334, 2024
    arXiv
  5. EMNLP Findings
    MINERS: Multilingual Language Models as Semantic Retrievers
    Genta Indra Winata, Ruochen Zhang, and David Ifeoluwa Adelani
    arXiv preprint arXiv:2406.07424, 2024
    arXiv
  6. arXiv
    Lessons from the Trenches on Reproducible Evaluation of Language Models
    Stella Biderman, Hailey Schoelkopf, Lintang Sutawika, Leo Gao, Jonathan Tow, and 6 more authors
    arXiv preprint arXiv:2405.14782, 2024
    arXiv
  7. ACL Findings
    SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages
    Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, and 6 more authors
    arXiv preprint arXiv:2402.08638, 2024
    arXiv
  8. ACL
    Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages
    Samuel Cahyawijaya, Holy Lovenia, Fajri Koto, Rifki Afina Putri, Emmanuel Dave, and 6 more authors
    arXiv preprint arXiv:2404.06138, 2024
    arXiv
  9. EMNLP Findings
    LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization
    Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Alham Fikri Aji, Genta Indra Winata, and Ayu Purwarianti
    arXiv preprint arXiv:2401.06034, 2024
    arXiv

2023

  1. arXiv
    Bloom: A 176b-parameter open-access multilingual language model
    Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilić, and 6 more authors
    arXiv preprint arXiv:2211.05100, 2023
    arXiv
  2. SEALP
    IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems
    Muhammad Kautsar, Rahmah Nurdini, Samuel Cahyawijaya, Genta Winata, and Ayu Purwarianti
    In Proceedings of the First Workshop in South East Asian Language Processing, 2023
    Awarded
  3. AACL
    Efficient Zero-Shot Cross-lingual Inference via Retrieval
    Genta Winata, Lingjue Xie, Karthik Radhakrishnan, Yifan Gao, and Daniel Preoţiuc-Pietro
    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 (Volume 2: Short Papers), 2023
  4. AACL
    NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
    Samuel Cahyawijaya, Holy Lovenia, Fajri Koto, Dea Adhista, Emmanuel Dave, and 6 more authors
    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 (Volume 1: Long Papers), 2023
    Awarded
  5. Machine Learning
    Transfer learning application of self-supervised learning in ARPES
    Sandy Adhitia Ekahana, Genta Indra Winata, Anna Tamai, Radovic Milan, Gabriel Aeppli, and 1 more author
    Machine Learning: Science and Technology, 2023
  6. arXiv
    Multilingual Few-Shot Learning via Language Model Retrieval
    Genta Indra Winata, Liang-Kang Huang, Soumya Vadlamannati, and Yash Chandarana
    arXiv preprint arXiv:2306.10964, 2023
  7. EMNLP
    GlobalBench: A Benchmark for Global Progress in Natural Language Processing
    Yueqi Song, Simran Khanuja, Pengfei Liu, Fahim Faisal, Alissa Ostapenko, and 6 more authors
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
  8. EMNLP
    Multilingual Large Language Models Are Not (Yet) Code-Switchers
    Ruochen Zhang, Samuel Cahyawijaya, Jan Christian Blaise Cruz, Genta Winata, and Alham Aji
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
  9. CALCS
    Prompting multilingual large language models to generate code-mixed texts: The case of south east asian languages
    Zheng Xin Yong, Ruochen Zhang, Jessica Forde, Skyler Wang, Arjun Subramonian, and 6 more authors
    In Proceedings of the 6th Workshop on Computational Approaches to Linguistic Code-Switching, 2023
  10. ACL Findings
    NusaCrowd: Open source initiative for Indonesian NLP resources
    Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Winata, Bryan Wilie, and 6 more authors
    In Findings of the Association for Computational Linguistics: ACL 2023, 2023
  11. ACL Findings
    Multi-lingual and Multi-cultural Figurative Language Understanding
    Anubha Kabra, Emmy Liu, Simran Khanuja, Alham Fikri Aji, Genta Winata, and 4 more authors
    In Findings of the Association for Computational Linguistics: ACL 2023, 2023
  12. ACL Findings
    Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning
    Genta Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, and 3 more authors
    In Findings of the Association for Computational Linguistics: ACL 2023, 2023
  13. ACL
    On “Scientific Debt” in NLP: A Case for More Rigour in Language Model Pre-Training Research
    Made Nindyatama Nityasya, Haryo Wibowo, Alham Fikri Aji, Genta Winata, Radityo Eko Prasojo, and 2 more authors
    In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
  14. ICAICTA
    Implementing Quantization to Indonesian BERT Language Model
    Muhammad Ayyub Abdurrahman, Samuel Cahyawijaya, Genta Indra Winata, and Ayu Purwarianti
    In 2023 10th International Conference on Advanced Informatics: Concept, Theory and Application (ICAICTA), 2023
  15. EACL
    Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model
    Mayank Kulkarni, Daniel Preoţiuc-Pietro, Karthik Radhakrishnan, Genta Indra Winata, Shijie Wu, and 2 more authors
    In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
  16. EACL
    NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
    Genta Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, and 5 more authors
    In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
    Awarded arXiv
  17. ACL Findings
    The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges
    Genta Winata, Alham Fikri Aji, Zheng Xin Yong, and Thamar Solorio
    In Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

  1. SumEval
    IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages
    Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Pascale Fung, and Ayu Purwarianti
    SumEval 2022, 2022
  2. ACL
    BLOOM+ 1: Adding Language Support to BLOOM for Zero-Shot Prompting
    Zheng-Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, and 6 more authors
    arXiv preprint arXiv:2212.09535, 2022
    arXiv
  3. AACL
    Cross-lingual Few-Shot Learning on Unseen Languages
    Genta Winata, Shijie Wu, Mayank Kulkarni, Thamar Solorio, and Daniel Preoţiuc-Pietro
    In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
  4. SumEval
    IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages
    Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Pascale Fung, and Ayu Purwarianti
    In Proceedings of the First Workshop on Scaling Up Multilingual Evaluation, 2022
  5. arXiv
    Transfer Learning Application of Self-supervised Learning in ARPES
    Sandy Adhitia Ekahana, Genta Indra Winata, Gabriel Aeppli, Radovic Milan, and Ming Shi
    arXiv preprint arXiv:2208.10893, 2022
    arXiv
  6. arXiv
    NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages
    Samuel Cahyawijaya, Alham Fikri Aji, Holy Lovenia, Genta Indra Winata, Bryan Wilie, and 6 more authors
    arXiv preprint arXiv:2207.10524, 2022
    arXiv
  7. EMNLP Demo
    GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
    Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, and 6 more authors
    arXiv preprint arXiv:2206.11249, 2022
    arXiv
  8. Accepted at TMLR
    Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, and 438 more authors
    2022
    arXiv
  9. DialDoc
    Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
    Yan Xu, Etsuko Ishii, Zihan Liu, Genta Indra Winata, Dan Su, and 2 more authors
    Accepted at DialDoc, 2022
    Awarded arXiv
  10. ACL
    One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia
    Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, and 6 more authors
    Accepted at ACL, 2022
    arXiv
  11. LREC
    CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition
    Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J Barezi, Peng Xu, and 6 more authors
    Accepted at LREC, 2022
    arXiv
  12. LREC
    ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation
    Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Xu Yan, and 6 more authors
    Accepted at LREC, 2022
    arXiv

2021

  1. arXiv
    NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
    Kaustubh D Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, and 6 more authors
    arXiv preprint arXiv:2112.02721, 2021
    arXiv
  2. arXiv
    Few-Shot Bot: Prompt-Based Learning for Dialogue Systems
    Andrea Madotto, Zhaojiang Lin, Genta Indra Winata, and Pascale Fung
    arXiv preprint arXiv:2110.08118, 2021
    arXiv
  3. ICAICTA
    A Comparative Study on Language Models for Task-Oriented Dialogue Systems
    Vinsen Marselino Andreas, Genta Indra Winata, and Ayu Purwarianti
    In 2021 8th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA), 2021
    arXiv PDF
  4. MRL
    Language Models are Few-shot Multilingual Learners
    Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Rosanne Liu, Jason Yosinski, and 1 more author
    arXiv preprint arXiv:2109.07684, 2021
    arXiv PDF Video
  5. arXiv
    Greenformer: Factorization toolkit for efficient deep neural networks
    Samuel Cahyawijaya, Genta Indra Winata, Holy Lovenia, Bryan Wilie, Wenliang Dai, and 2 more authors
    arXiv preprint arXiv:2109.06762, 2021
  6. RepL4NLP
    Preserving Cross-Linguality of Pre-trained Models via Continual Learning
    Zihan Liu, Genta Indra Winata, Andrea Madotto, and Pascale Fung
    In Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021), Aug 2021
    Abs PDF
  7. DialDoc21
    CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System
    Etsuko Ishii, Yan Xu, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, and 3 more authors
    DialDoc21, Aug 2021
    Awarded arXiv
  8. NeurIPS
    BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling
    Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, and 3 more authors
    In arXiv preprint arXiv:2106.02787, Aug 2021
    arXiv PDF Code
  9. Interspeech
    Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition
    Genta Indra Winata, Guangsen Wang, Caiming Xiong, and Steven Hoi
    INTERSPEECH, Aug 2021
    arXiv
  10. SIGDIAL
    ERICA: An Empathetic Android Companion for Covid-19 Quarantine
    Etsuko Ishii, Genta Indra Winata, Samuel Cahyawijaya, Divesh Lala, Tatsuya Kawahara, and 1 more author
    SIGDIAL, Aug 2021
    arXiv
  11. RepL4NLP
    Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning
    Zihan Liu, Genta Indra Winata, Andrea Madotto, and Pascale Fung
    RepL4NLP, Aug 2021
    arXiv
  12. RepL4NLP
    X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing
    Zihan Liu, Genta Indra Winata, Peng Xu, and Pascale Fung
    RepL4NLP, Aug 2021
    arXiv PDF Code
  13. ACL-IJCNLP Findings
    Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation
    Zihan Liu, Genta Indra Winata, and Pascale Fung
    ACL-IJCNLP Findings, Aug 2021
    arXiv PDF Code
  14. CALCS
    Are Multilingual Models Effective in Code-Switching?
    Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, and 1 more author
    In Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching, Aug 2021
    arXiv PDF Video
  15. AAAI
    On the Importance of Word Order Information in Cross-lingual Sequence Labeling
    Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Zhaojiang Lin, and 1 more author
    In Proceedings of the AAAI Conference on Artificial Intelligence, Aug 2021
    arXiv PDF
  16. EMNLP
    IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
    Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, and 6 more authors
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Aug 2021
    arXiv PDF
  17. arXiv
    Nora: The Well-Being Coach
    Genta Indra Winata, Holy Lovenia, Etsuko Ishii, Farhad Bin Siddique, Yongsheng Yang, and 1 more author
    arXiv preprint arXiv:2106.00410, Aug 2021
    arXiv

2020

  1. EMNLP
    Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
    Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, and Pascale Fung
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Aug 2020
    arXiv PDF Code
  2. EMNLP
    MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
    Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, and Pascale Fung
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Aug 2020
    arXiv PDF Code
  3. EMNLP-Findings
    Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
    Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, and 2 more authors
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, Aug 2020
    arXiv PDF Code
  4. AACL-IJCNLP
    IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding
    Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, and 6 more authors
    In Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, Aug 2020
    arXiv PDF Code
  5. arXiv
    Emograph: Capturing emotion correlations using graph networks
    Peng Xu, Zihan Liu, Genta Indra Winata, Zhaojiang Lin, and Pascale Fung
    arXiv preprint arXiv:2008.09378, Aug 2020
    arXiv
  6. ACL
    Meta-Transfer Learning for Code-Switched Speech Recognition
    Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, and 1 more author
    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Aug 2020
    arXiv PDF Code
  7. ACL
    Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling
    Zihan Liu, Genta Indra Winata, Peng Xu, and Pascale Fung
    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Aug 2020
    arXiv PDF Code
  8. arXiv
    Variational Transformers for Diverse Response Generation
    Zhaojiang Lin, Genta Indra Winata, Peng Xu, Zihan Liu, and Pascale Fung
    arXiv preprint arXiv:2003.12738, Aug 2020
    arXiv Code
  9. ConvAI
    XPersona: Evaluating Multilingual Personalized Chatbot
    Zhaojiang Lin, Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, and 3 more authors
    arXiv preprint arXiv:2003.07568, Aug 2020
    Awarded arXiv Video Code
  10. Interspeech
    Learning Fast Adaptation on Cross-Accented Speech Recognition
    Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, and 2 more authors
    Proc. Interspeech, Aug 2020
    arXiv PDF Code
  11. RepL4NLP
    Zero-Resource Cross-Domain Named Entity Recognition
    Zihan Liu, Genta Indra Winata, and Pascale Fung
    In Proceedings of the 5th Workshop on Representation Learning for NLP, Aug 2020
    arXiv PDF
  12. AAAI
    Attention-informed mixed-language training for zero-shot cross-lingual task-oriented dialogue systems
    Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, and Pascale Fung
    In Proceedings of the AAAI Conference on Artificial Intelligence, Aug 2020
    arXiv PDF Code
  13. ICASSP
    Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer
    Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, and Pascale Fung
    In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Aug 2020
    arXiv PDF
  14. AAAI
    CAiRE: An End-to-End Empathetic Chatbot
    Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, and 2 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, Aug 2020
    arXiv PDF

2019

  1. EMNLP-IJCNLP
    Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
    Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, and 2 more authors
    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Aug 2019
    arXiv PDF Code
  2. EMNLP-IJCNLP
    Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition
    Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, and Pascale Fung
    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Aug 2019
    arXiv PDF Code
  3. MRQA
    Generalizing Question Answering System with Pre-trained Language Model Fine-tuning
    Dan Su, Yan Xu, Genta Indra Winata, Peng Xu, Hyeondey Kim, and 2 more authors
    In EMNLP 2019 MRQA Workshop, Aug 2019
    PDF
  4. CoNNL
    Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences
    Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, and Pascale Fung
    In Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), Aug 2019
    arXiv PDF
  5. PACLIC
    On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression
    Genta Indra Winata, Andrea Madotto, Jamin Shin, Elham J Barezi, and Pascale Fung
    In Proceedings of the 33rd Pacific Asia Conference on Language, Information and Computation, Aug 2019
    arXiv PDF
  6. WMT
    Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
    Zihan Liu, Yan Xu, Genta Indra Winata, and Pascale Fung
    In Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), Aug 2019
    arXiv PDF
  7. RepL4NLP
    Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition
    Genta Indra Winata, Zhaojiang Lin, and Pascale Fung
    In Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019), Aug 2019
    Awarded PDF Code
  8. SemEval
    CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification
    Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, and 2 more authors
    In Proceedings of the 13th International Workshop on Semantic Evaluation, Aug 2019
    Awarded arXiv PDF Code
  9. ICASSP
    Learning comment generation by leveraging user-generated data
    Zhaojiang Lin, Genta Indra Winata, and Pascale Fung
    In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Aug 2019
    arXiv PDF
  10. FinNLP
    Learning to learn sales prediction with social media sentiment
    Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Zihan Liu, Yan Xu, and 2 more authors
    In Proceedings of the First Workshop on Financial Technology and Natural Language Processing, Aug 2019
    PDF

2018

  1. arXiv
    Towards end-to-end automatic code-switching speech recognition
    Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, and Pascale Fung
    arXiv preprint arXiv:1810.12620, Aug 2018
    arXiv
  2. arXiv
    Learn to code-switch: Data augmentation using copy mechanism on language modeling
    Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, and Pascale Fung
    arXiv preprint arXiv:1810.10254, Aug 2018
    arXiv
  3. CALCS
    Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning
    Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, and Pascale Fung
    In Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, Aug 2018
    arXiv PDF Code
  4. ICASSP
    End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-oriented Dialog
    Chien-Sheng Wu, Andrea Madotto, Genta Indra Winata, and Pascale Fung
    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Aug 2018
    PDF
  5. ICASSP
    Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision
    Genta Indra Winata, Onno Pepijn Kampman, and Pascale Fung
    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Aug 2018
    arXiv PDF Code
  6. CALCS
    Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition
    Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, and Pascale Fung
    In Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, Aug 2018
    Awarded arXiv PDF

2017

  1. DSTC6
    End-to-end recurrent entity network for entity-value independent goal-oriented dialog learning
    Chien-Sheng Wu, Andrea Madotto, Genta Winata, and Pascale Fung
    In Wu, Chien-Sheng, et al. "End-to-end recurrent entity network for entity-value independent goal-oriented dialog learning." Dialog System Technology Challenges Workshop, DSTC6, Aug 2017
    PDF
  2. Interspeech
    Nora the Empathetic Psychologist
    Genta Indra Winata, Onno Kampman, Yang Yang, Anik Dey, and Pascale Fung
    Proc. Interspeech 2017, Aug 2017
    PDF

2015

  1. ICEEI
    Handling imbalanced dataset in multi-label text categorization using Bagging and Adaptive Boosting
    Genta Indra Winata, and Masayu Leylia Khodra
    In 2015 International Conference on Electrical Engineering and Informatics (ICEEI), Aug 2015
    Awarded arXiv PDF