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, 2023

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

[BibT_eX]

[DOI]

Samuel Cahyawijaya

Salsabil Maulana Akbar

Jhonson Lee

Nuur Shadieq

Tjeng Wawan Cenggoro

Hanung Wahyuning Linuwih

Bryan Wilie

Galih Pradipta Muridan

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, 2023

Multilingual Large Language Models Are Not (Yet) Code-Switchers.

[BibT_eX]

[DOI]

Ruochen Zhang

Samuel Cahyawijaya

Jan Christian Blaise Cruz

Genta Indra Winata

Alham Fikri Aji

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

GlobalBench: A Benchmark for Global Progress in Natural Language Processing.

[BibT_eX]

[DOI]

Antonios Anastasopoulos

Graham Neubig

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model.

[BibT_eX]

[DOI]

Mayank Kulkarni

Daniel Preotiuc-Pietro

Karthik Radhakrishnan

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting.

[BibT_eX]

[DOI]

David Ifeoluwa Adelani

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning.

[BibT_eX]

[DOI]

Genta Indra Winata

Lingjue Xie

Karthik Radhakrishnan

Daniel Preotiuc-Pietro

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research.

[BibT_eX]

[DOI]

Made Nindyatama Nityasya

Haryo Akbarianto Wibowo

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multi-lingual and Multi-cultural Figurative Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

NusaCrowd: Open Source Initiative for Indonesian NLP Resources.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

NusaCrowd: Open Source Initiative for Indonesian NLP Resources.

[BibT_eX]

[DOI]

CoRR, 2022

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting.

[BibT_eX]

[DOI]

David Ifeoluwa Adelani

CoRR, 2022

Transfer Learning Application of Self-supervised Learning in ARPES.

[BibT_eX]

[DOI]

Sandy Adhitia Ekahana

CoRR, 2022

NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages.

[BibT_eX]

[DOI]

CoRR, 2022

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code.

[BibT_eX]

[DOI]

Alexandros Papangelis

Aman Madaan

Angelina McMillan-Major

Khyathi Raghavi Chandu

Laura Perez-Beltrachini

Leonardo F. R. Ribeiro

Pawan Sasanka Ammanamanchi

CoRR, 2022

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages.

[BibT_eX]

[DOI]

CoRR, 2022

A Comparative Study on Language Models for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Vinsen Marselino Andreas

Genta Indra Winata

Ayu Purwarianti

CoRR, 2022

CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition.

[BibT_eX]

[DOI]

Cheuk Tung Shadow Yiu

CoRR, 2022

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

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Cross-lingual Few-Shot Learning on Unseen Languages.

[BibT_eX]

[DOI]

Daniel Preotiuc-Pietro

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

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters.

[BibT_eX]

[DOI]

Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Few-Shot Bot: Prompt-Based Learning for Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Language Models are Few-shot Multilingual Learners.

[BibT_eX]

[DOI]

CoRR, 2021

Greenformer: Factorization Toolkit for Efficient Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Nora: The Well-Being Coach.

[BibT_eX]

[DOI]

CoRR, 2021

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters.

[BibT_eX]

[DOI]

CoRR, 2021

Multilingual Transfer Learning for Code-Switched Language and Speech Neural Modeling.

[BibT_eX]

[DOI]

Genta Indra Winata

CoRR, 2021

ERICA: An Empathetic Android Companion for Covid-19 Quarantine.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

Preserving Cross-Linguality of Pre-trained Models via Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation.

[BibT_eX]

[DOI]

Zihan Liu

Genta Indra Winata

Pascale Fung

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021

Are Multilingual Models Effective in Code-Switching?

[BibT_eX]

[DOI]

Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching, 2021

On the Importance of Word Order Information in Cross-lingual Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

EmoGraph: Capturing Emotion Correlations using Graph Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Variational Transformers for Diverse Response Generation.

[BibT_eX]

[DOI]

CoRR, 2020

XPersona: Evaluating Multilingual Personalized Chatbot.

[BibT_eX]

[DOI]

CoRR, 2020

Zero-Resource Cross-Domain Named Entity Recognition.

[BibT_eX]

[DOI]

Zihan Liu

Genta Indra Winata

Pascale Fung

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

Learning Fast Adaptation on Cross-Accented Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding.

[BibT_eX]

[DOI]

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, 2020

Lightweight and Efficient End-To-End Speech Recognition Using Low-Rank Transformer.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Cross-lingual Spoken Language Understanding with Regularized Representation Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Meta-Transfer Learning for Code-Switched Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

CAiRE: An End-to-End Empathetic Chatbot.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression.

[BibT_eX]

[DOI]

CoRR, 2019

CAiRE: An End-to-End Empathetic Chatbot.

[BibT_eX]

[DOI]

CoRR, 2019

Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring.

[BibT_eX]

[DOI]

Proceedings of the Fourth Conference on Machine Translation, 2019

CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition.

[BibT_eX]

[DOI]

Genta Indra Winata

Zhaojiang Lin

Pascale Fung

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Learning Comment Generation by Leveraging User-generated Data.

[BibT_eX]

[DOI]

Zhaojiang Lin

Genta Indra Winata

Pascale Fung

Proceedings of the IEEE International Conference on Acoustics, 2019

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Generalizing Question Answering System with Pre-trained Language Model Fine-tuning.

[BibT_eX]

[DOI]

Dan Su