IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP

2 November 2020

Papers citing "IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP"

49 / 49 papers shown

Title
The State of Large Language Models for African Languages: Progress and Challenges Kedir Yassin Hussen W. Sewunetie Abinew Ali Ayele Sukairaj Hafiz Imam Shamsuddeen Hassan Muhammad Seid Muhie Yimam 38 0 0 02 Jun 2025
Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi Monojit Choudhury Shivam Chauhan Rocktim Jyoti Das Dhruv Sahnan Xudong Han ... Rituraj Joshi Gurpreet Gosal Avraham Sheinin Natalia Vassilieva Preslav Nakov 101 1 0 08 Apr 2025
SailCompass: Towards Reproducible and Robust Evaluation for Southeast Asian Languages Jia Guo Longxu Dou Guangtao Zeng Stanley Kok Wei Lu Qian Liu ELM LRM 129 2 0 02 Dec 2024
Crowdsourcing Lexical Diversity H. Khalilia Jahna Otterbacher Gábor Bella Rusma Noortyani Shandy Darma Fausto Giunchiglia 66 2 0 30 Oct 2024
Responsible Multilingual Large Language Models: A Survey of Development, Applications, and Societal Impact Junhua Liu Bin Fu LRM 44 1 0 23 Oct 2024
VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks Shailaja Keyur Sampat Mutsumi Nakamura Shankar Kailas Kartik Aggarwal Mandy Zhou Yezhou Yang Chitta Baral MLLM CoGe ReLM VLM LRM 83 0 0 17 Oct 2024
Generating bilingual example sentences with large language models as lexicography assistants Raphael Merx Ekaterina Vylomova Kemal Kurniawan 59 3 0 04 Oct 2024
Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia Fajri Koto ELM 161 3 0 13 Sep 2024
Enhancing Natural Language Inference Performance with Knowledge Graph for COVID-19 Automated Fact-Checking in Indonesian Language Arief Purnama Muharram Ayu Purwarianti 79 2 0 22 Aug 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Rifki Afina Putri Emmanuel Dave ... Bryan Wilie Genta Indra Winata Alham Fikri Aji Ayu Purwarianti Pascale Fung 139 18 0 09 Apr 2024
MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness Dhiman Goswami Sadiya Sayara Chowdhury Puspo Md. Nishat Raihan Al Nahian Bin Emran Amrita Ganguly Marcos Zampieri 108 2 0 22 Mar 2024
Investigating Text Shortening Strategy in BERT: Truncation vs Summarization Mirza Alim Mutasodirin Radityo Eko Prasojo 50 8 0 19 Mar 2024
Simple Hack for Transformers against Heavy Long-Text Classification on a Time- and Memory-Limited GPU Service Mirza Alim Mutasodirin Radityo Eko Prasojo Achmad F. Abka Hanif Rasyidi VLM 58 0 0 19 Mar 2024
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages Christopher Toukmaji LRM 81 1 0 09 Mar 2024
NusaBERT: Teaching IndoBERT to be Multilingual and Multicultural Wilson Wongso David Samuel Setiawan Steven Limcorn Ananto Joyoadikusumo 58 1 0 04 Mar 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model Ahmet Üstün Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 98 230 0 12 Feb 2024
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon Fajri Koto Tilman Beck Zeerak Talat Iryna Gurevych Timothy Baldwin 95 7 0 03 Feb 2024
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 97 6 0 03 Dec 2023
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages Muhammad Farid Adilazuarda Samuel Cahyawijaya Genta Indra Winata Pascale Fung Ayu Purwarianti 102 12 0 21 Nov 2023
Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 80 11 0 09 Nov 2023
COPAL-ID: Indonesian Language Reasoning with Local Culture and Nuances Haryo Akbarianto Wibowo Erland Hilman Fuadi Made Nindyatama Nityasya Radityo Eko Prasojo Alham Fikri Aji LRM 120 24 0 02 Nov 2023
QASiNa: Religious Domain Question Answering using Sirah Nabawiyah Muhammad Razif Rizqullah Ayu Purwarianti Alham Fikri Aji 83 15 0 12 Oct 2023
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU Fajri Koto Nurul Aisyah Haonan Li Timothy Baldwin AI4Ed LRM ELM 104 46 0 07 Oct 2023
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Dea Adhista Emmanuel Dave ... Genta Indra Winata David Moeljadi Alham Fikri Aji Ayu Purwarianti Pascale Fung 85 9 0 19 Sep 2023
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in Indonesian Willy Fitra Hendria 58 3 0 20 Jun 2023
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark Momchil Hardalov Pepa Atanasova Todor Mihaylov G. Angelova K. Simov P. Osenova Ves Stoyanov Ivan Koychev Preslav Nakov Dragomir R. Radev ELM FedML 79 4 0 04 Jun 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 72 76 0 24 May 2023
InstructAlign: High-and-Low Resource Language Alignment via Continual Crosslingual Instruction Tuning Samuel Cahyawijaya Holy Lovenia Tiezheng Yu Willy Chung Pascale Fung ALM 91 15 0 23 May 2023
A Comprehensive Analysis of Adapter Efficiency Nandini Mundra Sumanth Doddapaneni Raj Dabre Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra 60 11 0 12 May 2023
GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark Dongyang Li Ruixue Ding Qiang-Wei Zhang Zheng Li Boli Chen ... Yao Xu Xin Li Ning Guo Fei Huang Xiaofeng He ELM VLM 65 6 0 11 May 2023
ScandEval: A Benchmark for Scandinavian Natural Language Processing Dan Saattrup Nielsen ELM 80 14 0 03 Apr 2023
Sejarah dan Perkembangan Teknik Natural Language Processing (NLP) Bahasa Indonesia: Tinjauan tentang sejarah, perkembangan teknologi, dan aplikasi NLP dalam bahasa Indonesia Mukhlis Amien 23 5 0 28 Mar 2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources Samuel Cahyawijaya Holy Lovenia Alham Fikri Aji Genta Indra Winata Bryan Wilie ... Timothy Baldwin Sebastian Ruder Herry Sujaini S. Sakti Ayu Purwarianti 127 50 0 19 Dec 2022
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish Lukasz Augustyniak Kamil Tagowski Albert Sawczyn Denis Janiak Roman Bartusiak ... Arkadiusz Janz Piotr Szymañski M. Morzy Tomasz Kajdanowicz Maciej Piasecki 62 12 0 23 Nov 2022
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost Qingcheng Zeng Lucas Garay Peilin Zhou Dading Chong Yining Hua Jiageng Wu Yi-Cheng Pan Han Zhou Rob Voigt Jie Yang VLM 56 28 0 13 Nov 2022
Rethinking Annotation: Can Language Learners Contribute? Haneul Yoo Rifki Afina Putri Changyoon Lee Youngin Lee So-Yeon Ahn Dongyeop Kang Alice Oh 92 0 0 13 Oct 2022
Location-based Twitter Filtering for the Creation of Low-Resource Language Datasets in Indonesian Local Languages Mukhlis Amien Chong Feng Heyan Huang 52 3 0 15 Jun 2022
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages Genta Indra Winata Alham Fikri Aji Samuel Cahyawijaya Rahmad Mahendra Fajri Koto ... Pascale Fung Timothy Baldwin Jey Han Lau Rico Sennrich Sebastian Ruder 107 88 0 31 May 2022
MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification Yu Lu Liu Rachel Bawden Thomas Scaliom Benoît Sagot Jackie C.K. Cheung 71 4 0 24 May 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 ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 107 106 0 24 Mar 2022
CINO: A Chinese Minority Pre-trained Language Model Ziqing Yang Zihang Xu Yiming Cui Baoxin Wang Min Lin Dayong Wu Zhigang Chen 86 25 0 28 Feb 2022
Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models Made Nindyatama Nityasya Haryo Akbarianto Wibowo Rendi Chevi Radityo Eko Prasojo Alham Fikri Aji 78 6 0 03 Jan 2022
IndoNLI: A Natural Language Inference Dataset for Indonesian Rahmad Mahendra Alham Fikri Aji Samuel Louvan Fahrurrozi Rahman Clara Vania 70 32 0 27 Oct 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization Fajri Koto Jey Han Lau Timothy Baldwin VLM 121 85 0 10 Sep 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 109 270 0 12 Aug 2021
Evaluating the Efficacy of Summarization Evaluation across Languages Fajri Koto Jey Han Lau Timothy Baldwin 112 19 0 02 Jun 2021
Discourse Probing of Pretrained Language Models Fajri Koto Jey Han Lau Tim Baldwin 78 53 0 13 Apr 2021
Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto Jey Han Lau Timothy Baldwin 86 46 0 02 Nov 2020
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 273 357 0 02 Mar 2020