Alham Fikri Aji

According to our database, Alham Fikri Aji authored at least 72 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages.

Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, Sanchit Ahuja, Alham Fikri Aji, Vladimir Araujo, Meriem Beloucif, Christine de Kock, Oumaima Hourrane, Manish Shrivastava, Thamar Solorio, Nirmal Surange, Krishnapriya Vishnubhotla, Seid Muhie Yimam, Saif M. Mohammad

CoRR, 2024

Towards Measuring and Modeling "Culture" in LLMs: A Survey.

Muhammad Farid Adilazuarda, Sagnik Mukherjee, Pradhyumna Lavania, Siddhant Singh, Ashutosh Dwivedi, Alham Fikri Aji, Jacki O'Neill, Ashutosh Modi, Monojit Choudhury

CoRR, 2024

Daisy-TTS: Simulating Wider Spectrum of Emotions via Prosody Embedding Decomposition.

Rendi Chevi, Alham Fikri Aji

CoRR, 2024

Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models.

Chenyang Lyu, Minghao Wu, Alham Fikri Aji

CoRR, 2024

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohanned Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

CoRR, 2024

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages.

Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, Sanchit Ahuja, Alham Fikri Aji, Vladimir Araujo, Abinew Ali Ayele, Pavan Baswani, Meriem Beloucif, Chris Biemann, Sofia Bourhim, Christine de Kock, Genet Shanko Dekebo, Oumaima Hourrane, Gopichand Kanumolu, Lokesh Madasu, Samuel Rutunda, Manish Shrivastava, Thamar Solorio, Nirmal Surange, Hailegnaw Getaneh Tilaye, Krishnapriya Vishnubhotla, Genta Indra Winata, Seid Muhie Yimam, Saif M. Mohammad

CoRR, 2024

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization.

Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Alham Fikri Aji, Genta Indra Winata, Ayu Purwarianti

CoRR, 2024

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions.

Minghao Wu, Abdul Waheed, Chiyu Zhang, Muhammad Abdul-Mageed, Alham Fikri Aji

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Toru Sasaki, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

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

CoRR, 2023

QASiNa: Religious Domain Question Answering using Sirah Nabawiyah.

Muhammad Razif Rizqullah, Ayu Purwarianti, Alham Fikri Aji

CoRR, 2023

Low-Resource Clickbait Spoiling for Indonesian via Question Answering.

Ni Putu Intan Maharani, Ayu Purwarianti, Alham Fikri Aji

CoRR, 2023

Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models.

Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, Satheesh Katipomu, Haonan Li, Fajri Koto, Osama Mohammed Afzal, Samta Kamboj, Onkar Pandit, Rahul Pal, Lalit Pradhan, Zain Muhammad Mujahid, Massa Baali, Alham Fikri Aji, Zhengzhong Liu, Andy Hock, Andrew Feldman, Jonathan Lee, Andrew Jackson, Preslav Nakov, Timothy Baldwin, Eric Xing

CoRR, 2023

Style Over Substance: Evaluation Biases for Large Language Models.

Minghao Wu, Alham Fikri Aji

CoRR, 2023

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering.

Jinheon Baek, Alham Fikri Aji, Amir Saffari

CoRR, 2023

Bactrian-X : A Multilingual Replicable Instruction-Following Model with Low-Rank Adaptation.

Haonan Li, Fajri Koto, Minghao Wu, Alham Fikri Aji, Timothy Baldwin

CoRR, 2023

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection.

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Alham Fikri Aji, Preslav Nakov

CoRR, 2023

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

Yueqi Song, Catherine Cui, Simran Khanuja, Pengfei Liu, Fahim Faisal, Alissa Ostapenko, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Yulia Tsvetkov, Antonios Anastasopoulos, Graham Neubig

CoRR, 2023

LLM-powered Data Augmentation for Enhanced Crosslingual Performance.

Chenxi Whitehouse, Monojit Choudhury, Alham Fikri Aji

CoRR, 2023

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

Ruochen Zhang, Samuel Cahyawijaya, Jan Christian Blaise Cruz, Alham Fikri Aji

CoRR, 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

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, Galih Pradipta Muridan, Genta Indra Winata, David Moeljadi, Alham Fikri Aji, Ayu Purwarianti, Pascale Fung

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.

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

LLM-powered Data Augmentation for Enhanced Cross-lingual Performance.

Chenxi Whitehouse, Monojit Choudhury, 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.

Yueqi Song, Simran Khanuja, Pengfei Liu, Fahim Faisal, Alissa Ostapenko, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Yulia Tsvetkov, 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.

Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung

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.

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, Edward Raff, Dragomir Radev, Vassilina Nikoulina

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

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

WebIE: Faithful and Robust Information Extraction on the Web.

Chenxi Whitehouse, Clara Vania, Alham Fikri Aji, Christos Christodoulopoulos, Andrea Pierleoni

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

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

Crosslingual Generalization through Multitask Finetuning.

Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M. Saiful Bari, Sheng Shen, Zheng Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel

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.

Anubha Kabra, Emmy Liu, Simran Khanuja, Alham Fikri Aji, Genta Indra Winata, Samuel Cahyawijaya, Aremu Anuoluwapo, Perez Ogayo, Graham Neubig

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

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, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti

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

Direct Fact Retrieval from Knowledge Graphs without Entity Linking.

Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang

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

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, Cahya Wirawan, Frederikus Hudi, Ivan Halim Parmonangan, Ika Alfina, Muhammad Satrio Wicaksono, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Pascale Fung, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti

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, Dragomir Radev, Vassilina Nikoulina

CoRR, 2022

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilic, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, Jonathan Tow, Alexander M. Rush, Stella Biderman, Albert Webson, Pawan Sasanka Ammanamanchi, Thomas Wang, Benoît Sagot, Niklas Muennighoff, Albert Villanova del Moral, Olatunji Ruwase, Rachel Bawden, Stas Bekman, Angelina McMillan-Major, Iz Beltagy, Huu Nguyen, Lucile Saulnier, Samson Tan, Pedro Ortiz Suarez, Victor Sanh, Hugo Laurençon, Yacine Jernite, Julien Launay, Margaret Mitchell, Colin Raffel, Aaron Gokaslan, Adi Simhi, Aitor Soroa, Alham Fikri Aji, Amit Alfassy, Anna Rogers, Ariel Kreisberg Nitzav, Canwen Xu, Chenghao Mou, Chris Emezue, Christopher Klamm, Colin Leong, Daniel van Strien, David Ifeoluwa Adelani, 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

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, Rico Sennrich, Sebastian Ruder

CoRR, 2022

Nix-TTS: An Incredibly Lightweight End-to-End Text-to-Speech Model via Non End-to-End Distillation.

Rendi Chevi, Radityo Eko Prasojo, Alham Fikri Aji

CoRR, 2022

Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources.

Angelina McMillan-Major, Zaid Alyafeai, Stella Biderman, Kimbo Chen, Francesco De Toni, Gérard Dupont, Hady Elsahar, Chris Emezue, Alham Fikri Aji, Suzana Ilic, Nurulaqilla Khamis, Colin Leong, Maraim Masoud, Aitor Soroa, Pedro Javier Ortiz Suárez, Zeerak Talat, Daniel van Strien, Yacine Jernite

CoRR, 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

CoRR, 2022

NIX-TTS: Lightweight and End-to-End Text-to-Speech Via Module-Wise Distillation.

Rendi Chevi, Radityo Eko Prasojo, Alham Fikri Aji, Andros Tjandra, Sakriani Sakti

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Relation Extraction Dataset for Knowledge Extraction from Web Tables.

Siffi Singh, Alham Fikri Aji, Gaurav Singh, Christos Christodoulopoulos

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering.

Priyanka Sen, Alham Fikri Aji, Amir Saffari

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Towards better structured and less noisy Web data: Oscar with Register annotations.

Veronika Laippala, Anna Salmela, Samuel Rönnqvist, Alham Fikri Aji, Li-Hsin Chang, Asma Dhifallah, Larissa Goulart, Henna Kortelainen, Marc Pàmies, Deise Prina Dutra, Valtteri Skantsi, Lintang Sutawika, Sampo Pyysalo

Proceedings of the Eighth Workshop on Noisy User-generated Text, 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

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

2021

The University of Edinburgh's Bengali-Hindi Submissions to the WMT21 News Translation Task.

Proyag Pal, Alham Fikri Aji, Pinzhen Chen, Sukanta Sen

Proceedings of the Sixth Conference on Machine Translation, 2021

Efficient Machine Translation with Model Pruning and Quantization.

Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji, Kenneth Heafield, Graeme Nail, Qianqian Zhu, Svetlana Tchistiakova, Jelmer van der Linde, Pinzhen Chen, Sidharth Kashyap, Roman Grundkiewicz

Proceedings of the Sixth Conference on Machine Translation, 2021

BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter.

Alham Fikri Aji, Made Nindyatama Nityasya, Haryo Akbarianto Wibowo, Radityo Eko Prasojo, Tirana Fatyanosa

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair.

Alham Fikri Aji, Radityo Eko Prasojo, Tirana Noor Fatyanosa, Philip Arthur, Suci Fitriany, Salma Qonitah, Nadhifa Zulfa, Tomi Santoso, Mahendra Data

Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 2021

IndoNLI: A Natural Language Inference Dataset for Indonesian.

Rahmad Mahendra, Alham Fikri Aji, Samuel Louvan, Fahrurrozi Rahman, Clara Vania

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

IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism.

Haryo Akbarianto Wibowo, Made Nindyatama Nityasya, Afra Feyza Akyürek, Suci Fitriany, Alham Fikri Aji, Radityo Eko Prasojo, Derry Tanti Wijaya

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

2020

Approximating neural machine translation for efficiency.

Alham Fikri Aji

PhD thesis, 2020

Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation.

Alham Fikri Aji, Kenneth Heafield

CoRR, 2020

Synthetic Source Language Augmentation for Colloquial Neural Machine Translation.

Asrul Sani Ariesandy, Mukhlis Amien, Alham Fikri Aji, Radityo Eko Prasojo

CoRR, 2020

No Budget? Don't Flex! Cost Consideration when Planning to Adopt NLP for Your Business.

Made Nindyatama Nityasya, Haryo Akbarianto Wibowo, Radityo Eko Prasojo, Alham Fikri Aji

CoRR, 2020

Semi-Supervised Low-Resource Style Transfer of Indonesian Informal to Formal Language with Iterative Forward-Translation.

Haryo Akbarianto Wibowo, Tatag Aziz Prawiro, Muhammad Ihsan, Alham Fikri Aji, Radityo Eko Prasojo, Rahmad Mahendra

CoRR, 2020

Semi-Supervised Low-Resource Style Transfer of Indonesian Informal to Formal Language with Iterative Forward-Translation.

Haryo Akbarianto Wibowo, Tatag Aziz Prawiro, Muhammad Ihsan, Alham Fikri Aji, Radityo Eko Prasojo, Rahmad Mahendra, Suci Fitriany

Proceedings of the International Conference on Asian Language Processing, 2020

Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task.

Nikolay Bogoychev, Roman Grundkiewicz, Alham Fikri Aji, Maximiliana Behnke, Kenneth Heafield, Sidharth Kashyap, Emmanouil-Ioannis Farsarakis, Mateusz Chudyk

Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020

Compressing Neural Machine Translation Models with 4-bit Precision.

Alham Fikri Aji, Kenneth Heafield

Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020

In Neural Machine Translation, What Does Transfer Learning Transfer?

Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield, Rico Sennrich

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

Benchmarking Multidomain English-Indonesian Machine Translation.

Tri Wahyu Guntara, Alham Fikri Aji, Radityo Eko Prasojo

Proceedings of the 13th Workshop on Building and Using Comparable Corpora, 2020

2019

Neural Machine Translation with 4-Bit Precision and Beyond.

Alham Fikri Aji, Kenneth Heafield

CoRR, 2019

From Research to Production and Back: Ludicrously Fast Neural Machine Translation.

Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, Kenneth Heafield, Roman Grundkiewicz, Nikolay Bogoychev

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training.

Alham Fikri Aji, Kenneth Heafield, Nikolay Bogoychev

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

Making Asynchronous Stochastic Gradient Descent Work for Transformers.

Alham Fikri Aji, Kenneth Heafield

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

2018

Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging.

Kemal Kurniawan, Alham Fikri Aji

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation.

Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Marian: Fast Neural Machine Translation in C++.

Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

Sparse Communication for Distributed Gradient Descent.

Alham Fikri Aji, Kenneth Heafield

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2014

Can smartphones be used to detect an earthquake? Using a machine learning approach to identify an earthquake event.

Alham Fikri Aji, I Putu Edy Suardiyana Putra, Petrus Mursanto, Setiadi Yazid

Proceedings of the IEEE International Systems Conference, 2014