← Authors

Genta Indra Winata

62 papers · 2017–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (8) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (12) πŸ—ΊοΈ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) πŸ”¬ Deep Specialist (25) πŸ† Keyword Champion (3) πŸ‘₯ Mega-Team (92) 🀝 Dynamic Duo (37) πŸ’Ž Century Club (62) ❓ The Questioner (4) πŸ—ƒοΈ Keyword Collector (232) ⚑ Prolific Year (9) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (9)

Conferences

EMNLP (18) ACL (17) IJCNLP (8) AACL (4) ICLR (3) INTERSPEECH (3) NAACL (3) EACL (2) AAAI (1) COLING (1) CONLL (1) SEMEVAL (1)

Top co-authors

Pascale Fung (37) Zihan Liu (24) Samuel Cahyawijaya (23) Andrea Madotto (17) Zhaojiang Lin (15) Alham Fikri Aji (14) Peng Xu (13) Ayu Purwarianti (11) Yan Xu (10) Ruochen Zhang (7)

Research topics

Linguistics (1) Digital Humanities (1)

Keywords

cross-lingual transfer (16) named entity recognition (9) multilingual nlp (9) language model (8) transfer learning (7) low-resource language (7) dialogue system (6) domain adaptation (6) multilingual model (6) slot filling (6) intent detection (5) zero-shot learning (5) large language model (4) task-oriented dialogue (4) machine translation (4) part-of-speech tagging (4) pre-trained language model (4) few-shot learning (3) instruction tuning (3) multi-task learning (3)

Papers

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025
Language Surgery in Multilingual Large Language Models EMNLP 2025
MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025
MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences ICLR 2025
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization ICLR 2025
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models NAACL 2025
IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian IJCNLP 2025
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models COLING 2025
What Causes Knowledge Loss in Multilingual Language Models? ACL 2025
IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian AACL 2025
Do Language Models Understand Honorific Systems in Javanese? ACL 2025
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization EMNLP 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages ACL 2024
Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages EMNLP 2024
Re-Evaluating Evaluation for Multilingual Summarization EMNLP 2024
MINERS: Multilingual Language Models as Semantic Retrievers EMNLP 2024
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages EMNLP 2023
Current Status of NLP in South East Asia with Insights from Multilingualism and Language Diversity AACL 2023
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages EACL 2023
Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model EACL 2023
Current Status of NLP in South East Asia with Insights from Multilingualism and Language Diversity IJCNLP 2023
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages AACL 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia ACL 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters ACL 2022
Language Models are Few-shot Multilingual Learners EMNLP 2021
XPersona: Evaluating Multilingual Personalized Chatbot EMNLP 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System IJCNLP 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation ACL 2021
Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition INTERSPEECH 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing IJCNLP 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning IJCNLP 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation IJCNLP 2021
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System ACL 2021
Are Multilingual Models Effective in Code-Switching? NAACL 2021
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation EMNLP 2021
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding AACL 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling ACL 2020
Meta-Transfer Learning for Code-Switched Speech Recognition ACL 2020
Zero-Resource Cross-Domain Named Entity Recognition ACL 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems EMNLP 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems EMNLP 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition IJCNLP 2019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition EMNLP 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables EMNLP 2019
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CONLL 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring ACL 2019
Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition ACL 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables IJCNLP 2019
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification SEMEVAL 2019
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018
Nora the Empathetic Psychologist INTERSPEECH 2017