Nora the Empathetic Psychologist. - Genta Indra Winata; Onno Kampman; Yang Yang 130; Anik Dey; Pascale Fung (INTERSPEECH, 2017)

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CodeSwitch@ACL, 2018)

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. - Genta Indra Winata; Chien-Sheng Wu; Andrea Madotto; Pascale Fung (CodeSwitch@ACL, 2018)

Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision. - Genta Indra Winata; Onno Pepijn Kampman; Pascale Fung (ICASSP, 2018)

End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog. - Chien-Sheng Wu; Andrea Madotto; Genta Indra Winata; Pascale Fung (ICASSP, 2018)

Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoRR, 2018)

Handling Imbalanced Dataset in Multi-label Text Categorization using Bagging and Adaptive Boosting. - Genta Indra Winata; Masayu Leylia Khodra (CoRR, 2018)

Towards End-to-end Automatic Code-Switching Speech Recognition. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoRR, 2018)

Generalizing Question Answering System with Pre-trained Language Model Fine-tuning. - Dan Su 003; Yan Xu 012; Genta Indra Winata; Peng Xu 008; Hyeondey Kim; Zihan Liu 001; Pascale Fung (MRQA@EMNLP, 2019)

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoNLL, 2019)

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. - Zihan Liu 001; Jamin Shin; Yan Xu 012; Genta Indra Winata; Peng Xu 008; Andrea Madotto; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition. - Genta Indra Winata; Zhaojiang Lin; Jamin Shin; Zihan Liu 001; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Learning Comment Generation by Leveraging User-generated Data. - Zhaojiang Lin; Genta Indra Winata; Pascale Fung (ICASSP, 2019)

Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition. - Genta Indra Winata; Zhaojiang Lin; Pascale Fung (RepL4NLP@ACL, 2019)

CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. - Genta Indra Winata; Andrea Madotto; Zhaojiang Lin; Jamin Shin; Yan Xu 012; Peng Xu 008; Pascale Fung (SemEval@NAACL-HLT, 2019)

Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring. - Zihan Liu 001; Yan Xu 012; Genta Indra Winata; Pascale Fung (WMT (2), 2019)

CAiRE: An End-to-End Empathetic Chatbot. - Zhaojiang Lin; Peng Xu 008; Genta Indra Winata; Zihan Liu 001; Pascale Fung (CoRR, 2019)

On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression. - Genta Indra Winata; Andrea Madotto; Jamin Shin; Elham J. Barezi; Pascale Fung (CoRR, 2019)

CAiRE: An End-to-End Empathetic Chatbot. - Zhaojiang Lin; Peng Xu 008; Genta Indra Winata; Farhad Bin Siddique; Zihan Liu 001; Jamin Shin; Pascale Fung (AAAI, 2020)

Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems. - Zihan Liu 001; Genta Indra Winata; Zhaojiang Lin; Peng Xu 008; Pascale Fung (AAAI, 2020)

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. - Zihan Liu 001; Genta Indra Winata; Peng Xu 008; Pascale Fung (ACL, 2020)

Meta-Transfer Learning for Code-Switched Speech Recognition. - Genta Indra Winata; Samuel Cahyawijaya; Zhaojiang Lin; Zihan Liu 001; Peng Xu 008; Pascale Fung (ACL, 2020)

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems. - Zhaojiang Lin; Andrea Madotto; Genta Indra Winata; Pascale Fung (EMNLP (1), 2020)

Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. - Zihan Liu 001; Genta Indra Winata; Peng Xu 008; Zhaojiang Lin; Pascale Fung (EMNLP (1), 2020)

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. - Andrea Madotto; Samuel Cahyawijaya; Genta Indra Winata; Yan Xu 012; Zihan Liu 001; Zhaojiang Lin; Pascale Fung (EMNLP (Findings), 2020)

Lightweight and Efficient End-To-End Speech Recognition Using Low-Rank Transformer. - Genta Indra Winata; Samuel Cahyawijaya; Zhaojiang Lin; Zihan Liu 001; Pascale Fung (ICASSP, 2020)

IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding. - Bryan Wilie; Karissa Vincentio; Genta Indra Winata; Samuel Cahyawijaya; Xiaohong Li; Zhi Yuan Lim; Sidik Soleman; Rahmad Mahendra; Pascale Fung; Syafri Bahar; Ayu Purwarianti (AACL/IJCNLP, 2020)

Learning Fast Adaptation on Cross-Accented Speech Recognition. - Genta Indra Winata; Samuel Cahyawijaya; Zihan Liu 001; Zhaojiang Lin; Andrea Madotto; Peng Xu 008; Pascale Fung (INTERSPEECH, 2020)

Zero-Resource Cross-Domain Named Entity Recognition. - Zihan Liu 001; Genta Indra Winata; Pascale Fung (RepL4NLP@ACL, 2020)

XPersona: Evaluating Multilingual Personalized Chatbot. - Zhaojiang Lin; Zihan Liu 001; Genta Indra Winata; Samuel Cahyawijaya; Andrea Madotto; Yejin Bang; Etsuko Ishii; Pascale Fung (CoRR, 2020)

Variational Transformers for Diverse Response Generation. - Zhaojiang Lin; Genta Indra Winata; Peng Xu 008; Zihan Liu 001; Pascale Fung (CoRR, 2020)

Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning. - Zihan Liu 001; Genta Indra Winata; Andrea Madotto; Pascale Fung (CoRR, 2020)

EmoGraph: Capturing Emotion Correlations using Graph Networks. - Peng Xu 008; Zihan Liu 001; Genta Indra Winata; Zhaojiang Lin; Pascale Fung (CoRR, 2020)

On the Importance of Word Order Information in Cross-lingual Sequence Labeling. - Zihan Liu 001; Genta Indra Winata; Samuel Cahyawijaya; Andrea Madotto; Zhaojiang Lin; Pascale Fung (AAAI, 2021)

Are Multilingual Models Effective in Code-Switching? - Genta Indra Winata; Samuel Cahyawijaya; Zihan Liu 001; Zhaojiang Lin; Andrea Madotto; Pascale Fung (CALCS@NAACL, 2021)

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System. - Yan Xu 012; Etsuko Ishii; Genta Indra Winata; Zhaojiang Lin; Andrea Madotto; Zihan Liu 001; Peng Xu 008; Pascale Fung (DialDoc@ACL-IJCNLP, 2021)

Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation. - Zihan Liu 001; Genta Indra Winata; Pascale Fung (ACL/IJCNLP (Findings), 2021)

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation. - Samuel Cahyawijaya; Genta Indra Winata; Bryan Wilie; Karissa Vincentio; Xiaohong Li; Adhiguna Kuncoro; Sebastian Ruder; Zhi Yuan Lim; Syafri Bahar; Masayu Leylia Khodra; Ayu Purwarianti; Pascale Fung (EMNLP (1), 2021)

Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition. - Genta Indra Winata; Guangsen Wang; Caiming Xiong; Steven C. H. Hoi (Interspeech, 2021)

BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. - Zhaojiang Lin; Andrea Madotto; Genta Indra Winata; Peng Xu 008; Feijun Jiang; Yuxiang Hu; Chen Shi; Pascale Fung (NeurIPS Datasets and Benchmarks, 2021)

Preserving Cross-Linguality of Pre-trained Models via Continual Learning. - Zihan Liu 001; Genta Indra Winata; Andrea Madotto; Pascale Fung (RepL4NLP@ACL-IJCNLP, 2021)

X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. - Zihan Liu 001; Genta Indra Winata; Peng Xu 008; Pascale Fung (RepL4NLP@ACL-IJCNLP, 2021)

ERICA: An Empathetic Android Companion for Covid-19 Quarantine. - Etsuko Ishii; Genta Indra Winata; Samuel Cahyawijaya; Divesh Lala; Tatsuya Kawahara; Pascale Fung (SIGDIAL, 2021)

Multilingual Transfer Learning for Code-Switched Language and Speech Neural Modeling. - Genta Indra Winata (CoRR, 2021)

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. - Yan Xu 012; Etsuko Ishii; Zihan Liu 001; Genta Indra Winata; Dan Su 003; Andrea Madotto; Pascale Fung (CoRR, 2021)

Nora: The Well-Being Coach. - Genta Indra Winata; Holy Lovenia; Etsuko Ishii; Farhad Bin Siddique; Yongsheng Yang; Pascale Fung (CoRR, 2021)

Greenformer: Factorization Toolkit for Efficient Deep Neural Networks. - Samuel Cahyawijaya; Genta Indra Winata; Holy Lovenia; Bryan Wilie; Wenliang Dai; Etsuko Ishii; Pascale Fung (CoRR, 2021)

Language Models are Few-shot Multilingual Learners. - Genta Indra Winata; Andrea Madotto; Zhaojiang Lin; Rosanne Liu; Jason Yosinski; Pascale Fung (CoRR, 2021)

Few-Shot Bot: Prompt-Based Learning for Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Genta Indra Winata; Pascale Fung (CoRR, 2021)

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. - Kaustubh D. Dhole; Varun Gangal; Sebastian Gehrmann; Aadesh Gupta; Zhenhao Li; Saad Mahamood; Abinaya Mahendiran; Simon Mille; Ashish Srivastava; Samson Tan; Tongshuang Wu; Jascha Sohl-Dickstein; et al. (CoRR, 2021)

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. - Holy Lovenia; Samuel Cahyawijaya; Genta Indra Winata; Peng Xu 008; Yan Xu 012; Zihan Liu 001; Rita Frieske; Tiezheng Yu; Wenliang Dai; Elham J. Barezi; Pascale Fung (CoRR, 2021)

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. - Yan Xu 012; Etsuko Ishii; Samuel Cahyawijaya; Zihan Liu 001; Genta Indra Winata; Andrea Madotto; Dan Su 003; Pascale Fung (DialDoc@ACL, 2022)

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; Rahmad Mahendra; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Timothy Baldwin; Jey Han Lau; Sebastian Ruder (ACL (1), 2022)

Cross-lingual Few-Shot Learning on Unseen Languages. - Genta Indra Winata; Shijie Wu; Mayank Kulkarni; Thamar Solorio; Daniel Preotiuc-Pietro (AACL/IJCNLP (1), 2022)

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition. - Wenliang Dai; Samuel Cahyawijaya; Tiezheng Yu; Elham J. Barezi; Peng Xu 008; Cheuk Tung Yiu; Rita Frieske; Holy Lovenia; Genta Indra Winata; Qifeng Chen; Xiaojuan Ma; Bertram E. Shi; et al. (LREC, 2022)

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. - Holy Lovenia; Samuel Cahyawijaya; Genta Indra Winata; Peng Xu 008; Yan Xu 012; Zihan Liu 001; Rita Frieske; Tiezheng Yu; Wenliang Dai; Elham J. Barezi; Qifeng Chen; Xiaojuan Ma; et al. (LREC, 2022)

CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition. - Wenliang Dai; Samuel Cahyawijaya; Tiezheng Yu; Elham J. Barezi; Peng Xu 008; Cheuk Tung Shadow Yiu; Rita Frieske; Holy Lovenia; Genta Indra Winata; Qifeng Chen; Xiaojuan Ma; Bertram E. Shi; et al. (CoRR, 2022)

A Comparative Study on Language Models for Task-Oriented Dialogue Systems. - Vinsen Marselino Andreas; Genta Indra Winata; Ayu Purwarianti (CoRR, 2022)

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. - Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Rahmad Mahendra; Fajri Koto; Ade Romadhony; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Pascale Fung; Timothy Baldwin; Jey Han Lau; et al. (CoRR, 2022)

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. - Sebastian Gehrmann; Abhik Bhattacharjee; Abinaya Mahendiran; Alex Wang; Alexandros Papangelis; Aman Madaan; Angelina McMillan-Major; Anna Shvets; Ashish Upadhyay; Bingsheng Yao; Bryan Wilie; Chandra Bhagavatula; et al. (CoRR, 2022)

NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages. - Samuel Cahyawijaya; Alham Fikri Aji; Holy Lovenia; Genta Indra Winata; Bryan Wilie; Rahmad Mahendra; Fajri Koto; David Moeljadi; Karissa Vincentio; Ade Romadhony; Ayu Purwarianti (CoRR, 2022)

Transfer Learning Application of Self-supervised Learning in ARPES. - Sandy Adhitia Ekahana; Genta Indra Winata; Y. Soh; Gabriel Aeppli; Radovic Milan; Ming Shi 004 (CoRR, 2022)

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. - Zheng Xin Yong; Hailey Schoelkopf; Niklas Muennighoff; Alham Fikri Aji; David Ifeoluwa Adelani; Khalid Almubarak; M. Saiful Bari; Lintang Sutawika; Jungo Kasai; Ahmed Baruwa; Genta Indra Winata; Stella Biderman; et al. (CoRR, 2022)

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; Jennifer Santoso; David Moeljadi; et al. (CoRR, 2022)

NusaCrowd: Open Source Initiative for Indonesian NLP Resources. - Samuel Cahyawijaya; Holy Lovenia; Alham Fikri Aji; Genta Indra Winata; Bryan Wilie; Fajri Koto; Rahmad Mahendra; Christian Wibisono; Ade Romadhony; Karissa Vincentio; Jennifer Santoso; David Moeljadi; et al. (ACL (Findings), 2023)

Multi-lingual and Multi-cultural Figurative Language Understanding. - Anubha Kabra; Emmy Liu; Simran Khanuja; Alham Fikri Aji; Genta Indra Winata; Samuel Cahyawijaya; Aremu Anuoluwapo; Perez Ogayo; Graham Neubig (ACL (Findings), 2023)

On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research. - Made Nindyatama Nityasya; Haryo Akbarianto Wibowo; Alham Fikri Aji; Genta Indra Winata; Radityo Eko Prasojo; Phil Blunsom; Adhiguna Kuncoro (ACL (1), 2023)

The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges. - Genta Indra Winata; Alham Fikri Aji; Zheng Xin Yong; Thamar Solorio (ACL (Findings), 2023)

Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning. - Genta Indra Winata; Lingjue Xie; Karthik Radhakrishnan; Shijie Wu; Xisen Jin; Pengxiang Cheng 001; Mayank Kulkarni; Daniel Preotiuc-Pietro (ACL (Findings), 2023)

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. - Zheng Xin Yong; Hailey Schoelkopf; Niklas Muennighoff; Alham Fikri Aji; David Ifeoluwa Adelani; Khalid Almubarak; M. Saiful Bari; Lintang Sutawika; Jungo Kasai; Ahmed Baruwa; Genta Indra Winata; Stella Biderman; et al. (ACL (1), 2023)

Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model. - Mayank Kulkarni; Daniel Preotiuc-Pietro; Karthik Radhakrishnan; Genta Indra Winata; Shijie Wu; Lingjue Xie; Shaohua Yang (EACL, 2023)

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. - Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Rahmad Mahendra; Fajri Koto; Ade Romadhony; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Pascale Fung (EACL, 2023)

GlobalBench: A Benchmark for Global Progress in Natural Language Processing. - Yueqi Song; Simran Khanuja; Pengfei Liu 003; Fahim Faisal; Alissa Ostapenko; Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Yulia Tsvetkov; Antonios Anastasopoulos; Graham Neubig (EMNLP, 2023)

Multilingual Large Language Models Are Not (Yet) Code-Switchers. - Ruochen Zhang; Samuel Cahyawijaya; Jan Christian Blaise Cruz; Genta Indra Winata; Alham Fikri Aji (EMNLP, 2023)

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 Maulana Akbar; Jhonson Lee; Nuur Shadieq; Tjeng Wawan Cenggoro; Hanung Wahyuning Linuwih; Bryan Wilie; et al. (IJCNLP (1), 2023)

Efficient Zero-Shot Cross-lingual Inference via Retrieval. - Genta Indra Winata; Lingjue Xie; Karthik Radhakrishnan; Yifan Gao; Daniel Preotiuc-Pietro (IJCNLP (2), 2023)

Prompting Multilingual 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; Genta Indra Winata; Lintang Sutawika; Jan Christian Blaise Cruz; Long Phan; Yin Lin Tan; Alham Fikri Aji (CoRR, 2023)

GlobalBench: A Benchmark for Global Progress in Natural Language Processing. - Yueqi Song; Catherine Cui; Simran Khanuja; Pengfei Liu 003; Fahim Faisal; Alissa Ostapenko; Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Yulia Tsvetkov; Antonios Anastasopoulos; Graham Neubig (CoRR, 2023)

Multilingual Few-Shot Learning via Language Model Retrieval. - Genta Indra Winata; Liang-Kang Huang; Soumya Vadlamannati; Yash Chandarana (CoRR, 2023)

IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems. - Muhammad Dehan Al Kautsar; Rahmah Khoirussyifa' Nurdini; Samuel Cahyawijaya; Genta Indra Winata; Ayu Purwarianti (CoRR, 2023)

IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Genta Indra Winata; Pascale Fung; Ayu Purwarianti (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

Transfer learning application of self-supervised learning in ARPES. - Sandy Adhitia Ekahana; Genta Indra Winata; Y. Soh; Anna Tamai; Radovic Milan; Gabriel Aeppli; Ming Shi 004 (Mach. Learn. Sci. Technol., 2023)

Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages. - Samuel Cahyawijaya; Holy Lovenia; Fajri Koto; Rifki Afina Putri; Tjeng Wawan Cenggoro; Jhonson Lee; Salsabil Maulana Akbar; Emmanuel Dave; Nuur Shadieq; Muhammad Ihza Mahendra; Dea Annisayanti Putri; Bryan Wilie; et al. (ACL (1), 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (ACL (Findings), 2024)

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Genta Indra Winata; Ayu Purwarianti; Alham Fikri Aji (EMNLP (Findings), 2024)

Academics Can Contribute to Domain-Specialized Language Models. - Mark Dredze; Genta Indra Winata; Prabhanjan Kambadur; Shijie Wu; Ozan Irsoy; Steven Lu 003; Vadim Dabravolski; David S. Rosenberg; Sebastian Gehrmann (EMNLP, 2024)

Re-Evaluating Evaluation for Multilingual Summarization. - Jessica Forde; Ruochen Zhang; Lintang Sutawika; Alham Fikri Aji; Samuel Cahyawijaya; Genta Indra Winata; Minghao Wu; Carsten Eickhoff; Stella Biderman; Ellie Pavlick (EMNLP, 2024)

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; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (EMNLP, 2024)

MINERS: Multilingual Language Models as Semantic Retrievers. - Genta Indra Winata; Ruochen Zhang; David Ifeoluwa Adelani (EMNLP (Findings), 2024)

MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibration. - David Anugraha; Garry Kuwanto; Lucky Susanto; Derry Tanti Wijaya; Genta Indra Winata (WMT, 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (CoRR, 2024)

Lessons from the Trenches on Reproducible Evaluation of Language Models. - Stella Biderman; Hailey Schoelkopf; Lintang Sutawika; Leo Gao; Jonathan Tow; Baber Abbasi; Alham Fikri Aji; Pawan Sasanka Ammanamanchi; Sidney Black; Jordan Clive; Anthony DiPofi; Julen Etxaniz; et al. (CoRR, 2024)

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; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Pepijn Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (CoRR, 2024)

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; Shi-Xiong Zhang 001; Sambit Sahu (CoRR, 2024)

RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization. - Hanyang Zhao; Genta Indra Winata; Anirban Das; Shi-Xiong Zhang 001; David D. Yao; Wenpin Tang; Sambit Sahu (CoRR, 2024)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (CoRR, 2024)

Linguistics Theory Meets LLM: Code-Switched Text Generation via Equivalence Constrained Large Language Models. - Garry Kuwanto; Chaitanya Agarwal; Genta Indra Winata; Derry Tanti Wijaya (CoRR, 2024)

A Multi-Agent Dual Dialogue System to Support Mental Health Care Providers. - Onno Pepijn Kampman; Ye Sheng Phang; Stanley Han; Michael Xing; Xinyi Hong; Hazirah Hoosainsah; Caleb Tan; Genta Indra Winata; Skyler Wang; Creighton Heaukulani; Janice Huiqin Weng; Robert J. T. Morris (CoRR, 2024)

Maya: An Instruction Finetuned Multilingual Multimodal Model. - Nahid Alam; Karthik Reddy Kanjula; Surya Guthikonda; Timothy Chung; Bala Krishna S. Vegesna; Abhipsha Das; Anthony Susevski; Ryan Sze-Yin Chan; S. M. Iftekhar Uddin; Shayekh Bin Islam; Roshan Santhosh; Snegha A; et al. (CoRR, 2024)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (ACL (1), 2025)

Do Language Models Understand Honorific Systems in Javanese? - Mohammad Rifqi Farhansyah; Iwan Darmawan; Adryan Kusumawardhana; Genta Indra Winata; Alham Fikri Aji; Derry Tanti Wijaya (ACL (1), 2025)

Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models. - Patrick Amadeus Irawan; Genta Indra Winata; Samuel Cahyawijaya; Ayu Purwarianti (COLING, 2025)

Proceedings of the Second Workshop in South East Asian Language Processing. - Derry Wijaya; Alham Fikri Aji; Clara Vania; Genta Indra Winata; Ayu Purwarianti (COLING Workshops, 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (ICLR, 2025)

MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences. - Genta Indra Winata; David Anugraha; Lucky Susanto; Garry Kuwanto; Derry Tanti Wijaya (ICLR, 2025)

RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization. - Hanyang Zhao; Genta Indra Winata; Anirban Das; Shi-Xiong Zhang; David D. Yao; Wenpin Tang; Sambit Sahu (ICLR, 2025)

ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models. - David Anugraha; Genta Indra Winata; Chenyue Li; Patrick Amadeus Irawan; En-Shiun Annie Lee (NAACL (Findings), 2025)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - Genta Indra Winata; Frederikus Hudi; Patrick Amadeus Irawan; David Anugraha; Rifki Afina Putri; Yutong Wang; Adam Nohejl; Ubaidillah Ariq Prathama; Nedjma Ousidhoum; Afifa Amriani; Anar Rzayev; Anirban Das; et al. (NAACL (Long Papers), 2025)

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; Shi-Xiong Zhang; Sambit Sahu (J. Artif. Intell. Res., 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (CoRR, 2025)

TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning. - Frederikus Hudi; Genta Indra Winata; Ruochen Zhang; Alham Fikri Aji (CoRR, 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (CoRR, 2025)

Fine-Tuning Diffusion Generative Models via Rich Preference Optimization. - Hanyang Zhao; Haoxian Chen 002; Yucheng Guo; Genta Indra Winata; Tingting Ou; Ziyu Huang; David D. Yao; Wenpin Tang (CoRR, 2025)

What Causes Knowledge Loss in Multilingual Language Models? - Maria Khelli; Samuel Cahyawijaya; Ayu Purwarianti; Genta Indra Winata (CoRR, 2025)

Crosslingual Reasoning through Test-Time Scaling. - Zheng-Xin Yong; Muhammad Farid Adilazuarda; Jonibek Mansurov; Ruochen Zhang; Niklas Muennighoff; Carsten Eickhoff; Genta Indra Winata; Julia Kreutzer; Stephen H. Bach; Alham Fikri Aji (CoRR, 2025)

Behind Maya: Building a Multilingual Vision Language Model. - Nahid Alam; Karthik Reddy Kanjula; Surya Guthikonda; Timothy Chung; Bala Krishna S. Vegesna; Abhipsha Das; Anthony Susevski; Ryan Sze-Yin Chan; S. M. Iftekhar Uddin; Shayekh Bin Islam; Roshan Santhosh; Snegha A; et al. (CoRR, 2025)

R3: Robust Rubric-Agnostic Reward Models. - David Anugraha; Zilu Tang; Lester James V. Miranda; Hanyang Zhao; Mohammad Rifqi Farhansyah; Garry Kuwanto; Derry Wijaya; Genta Indra Winata (CoRR, 2025)

T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning. - Amartya Chakraborty; Paresh Dashore; Nadia Bathaee; Anmol Jain; Anirban Das; Shi-Xiong Zhang; Sambit Sahu; Milind R. Naphade; Genta Indra Winata (CoRR, 2025)

Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability. - Genta Indra Winata; David Anugraha; Emmy Liu; Alham Fikri Aji; Shou-Yi Hung; Aditya Parashar; Patrick Amadeus Irawan; Ruochen Zhang; Zheng-Xin Yong; Jan Christian Blaise Cruz; Niklas Muennighoff; Seungone Kim; et al. (CoRR, 2025)

Language Surgery in Multilingual Large Language Models. - Joanito Agili Lopo; Muhammad Ravi Shulthan Habibi; Tack Hwa Wong; Muhammad Ilham Ghozali; Fajri Koto; Genta Indra Winata; Peerat Limkonchotiwat; Alham Fikri Aji; Samuel Cahyawijaya (CoRR, 2025)

IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian. - Vanessa Rebecca Wiyono; David Anugraha; Ayu Purwarianti; Genta Indra Winata (CoRR, 2025)

SEADialogues: A Multilingual Culturally Grounded Multi-turn Dialogue Dataset on Southeast Asian Languages. - Muhammad Dehan Al Kautsar; Aswin Candra; M. Alif Al Hakim; Maxalmina Satria Kahfi; Fajri Koto; Alham Fikri Aji; Peerat Limkonchotiwat; Ekapol Chuangsuwanich; Genta Indra Winata (CoRR, 2025)