← Authors

Alham Fikri Aji

82 papers · 2017–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🧭 Keyword Pioneer 🏠 Conference Loyalist (27) πŸ”¬ Deep Specialist (31) 🧬 Topic Evolution πŸ† Keyword Champion (19) 🀝 Dynamic Duo (20) πŸ‘₯ Mega-Team (92) πŸ—ƒοΈ Keyword Collector (305) ❓ The Questioner (6) ⚑ Prolific Year (14) πŸ’Ž Century Club (81) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter

Conferences

EMNLP (27) ACL (25) COLING (8) IJCNLP (6) NAACL (6) AACL (4) EACL (3) SEMEVAL (2) NIPS (1)

Top co-authors

Samuel Cahyawijaya (20) Genta Indra Winata (14) Fajri Koto (12) Jan Christian Blaise Cruz (11) Kenneth Heafield (11) Holy Lovenia (10) Ruochen Zhang (9) Ayu Purwarianti (9) Genta Winata (9) Haryo Akbarianto Wibowo (9)

Research topics

Linguistics (1) Digital Humanities (1)

Keywords

multilingual nlp (19) large language model (17) low-resource language (16) cross-lingual transfer (15) neural machine translation (10) text classification (8) machine translation (8) multilingual model (8) multilingual language model (6) zero-shot learning (6) knowledge distillation (6) model compression (6) stochastic gradient descent (5) distributed learning (4) transfer learning (4) zero-shot prompting (4) prompt engineering (4) language model (4) multi-label classification (3) efficient inference (3)

Papers

From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025
Style Over Substance: Evaluation Biases for Large Language Models COLING 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
Multilingual Iterative Model Pruning: What Matters? AACL 2025
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025
Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Senses NAACL 2025
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025
Unveiling the Influence of Amplifying Language-Specific Neurons IJCNLP 2025
Multilingual Iterative Model Pruning: What Matters? IJCNLP 2025
Language Surgery in Multilingual Large Language Models EMNLP 2025
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025
MoMentS: A Comprehensive Multimodal Benchmark for Theory of Mind EMNLP 2025
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation EMNLP 2025
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs EMNLP 2025
LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025
WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai EMNLP 2025
NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025
Unveiling the Influence of Amplifying Language-Specific Neurons AACL 2025
Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation ACL 2025
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages ACL 2025
KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan ACL 2025
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ACL 2025
Do Language Models Understand Honorific Systems in Javanese? ACL 2025
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts ACL 2025
Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ACL 2025
A Multi-Labeled Dataset for Indonesian Discourse: Examining Toxicity, Polarization, and Demographics Information ACL 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark NIPS 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages ACL 2024
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models COLING 2024
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions EACL 2024
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection EACL 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages EMNLP 2024
Towards Measuring and Modeling β€œCulture” in LLMs: A Survey EMNLP 2024
Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting EMNLP 2024
Re-Evaluating Evaluation for Multilingual Summarization EMNLP 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization EMNLP 2024
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts EMNLP 2024
SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages NAACL 2024
SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages SEMEVAL 2024
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023
Current Status of NLP in South East Asia with Insights from Multilingualism and Language Diversity AACL 2023
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages AACL 2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources ACL 2023
Multi-lingual and Multi-cultural Figurative Language Understanding ACL 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges ACL 2023
Crosslingual Generalization through Multitask Finetuning ACL 2023
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023
Direct Fact Retrieval from Knowledge Graphs without Entity Linking ACL 2023
On β€œScientific Debt” in NLP: A Case for More Rigour in Language Model Pre-Training Research ACL 2023
WebIE: Faithful and Robust Information Extraction on the Web ACL 2023
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages IJCNLP 2023
Current Status of NLP in South East Asia with Insights from Multilingualism and Language Diversity IJCNLP 2023
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages EACL 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance EMNLP 2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers EMNLP 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages EMNLP 2023
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia ACL 2022
A Relation Extraction Dataset for Knowledge Extraction from Web Tables COLING 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering COLING 2022
Towards better structured and less noisy Web data: Oscar with Register annotations COLING 2022
IndoCollex: A Testbed for Morphological Transformation of Indonesian Colloquial Words IJCNLP 2021
IndoNLI: A Natural Language Inference Dataset for Indonesian EMNLP 2021
The University of Edinburgh’s Bengali-Hindi Submissions to the WMT21 News Translation Task EMNLP 2021
Efficient Machine Translation with Model Pruning and Quantization EMNLP 2021
IndoCollex: A Testbed for Morphological Transformation of Indonesian Colloquial Words ACL 2021
BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter NAACL 2021
In Neural Machine Translation, What Does Transfer Learning Transfer? ACL 2020
Compressing Neural Machine Translation Models with 4-bit Precision ACL 2020
Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task ACL 2020
Making Asynchronous Stochastic Gradient Descent Work for Transformers EMNLP 2019
Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training IJCNLP 2019
Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training EMNLP 2019
From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP 2018
Marian: Fast Neural Machine Translation in C++ ACL 2018
Sparse Communication for Distributed Gradient Descent EMNLP 2017