Aryo Pradipta Gema

According to our database, Aryo Pradipta Gema authored at least 29 papers between 2017 and 2025.

Collaborative distances:

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

2025

Inverse Scaling in Test-Time Compute.

Aryo Pradipta Gema, Alexander Hägele, Runjin Chen, Andy Arditi, Jacob Goldman-Wetzler, Kit Fraser-Taliente, Henry Sleight, Linda Petrini, Julian Michael, Beatrice Alex, Pasquale Minervini, Yanda Chen, Joe Benton, Ethan Perez

CoRR, July, 2025

Scalpel vs. Hammer: GRPO Amplifies Existing Capabilities, SFT Replaces Them.

Neel Rajani, Aryo Pradipta Gema, Seraphina Goldfarb-Tarrant, Ivan Titov

CoRR, July, 2025

GRADA: Graph-based Reranker against Adversarial Documents Attack.

Jingjie Zheng, Aryo Pradipta Gema, Giwon Hong, Xuanli He, Pasquale Minervini, Youcheng Sun, Qiongkai Xu

CoRR, May, 2025

Noiser: Bounded Input Perturbations for Attributing Large Language Models.

Mohammad Reza Ghasemi Madani, Aryo Pradipta Gema, Gabriele Sarti, Yu Zhao, Pasquale Minervini, Andrea Passerini

CoRR, April, 2025

An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering.

Alexander Murphy, Mohd Sanad Zaki Rizvi, Aden Haussmann, Ping Nie, Guifu Liu, Aryo Pradipta Gema, Pasquale Minervini

CoRR, March, 2025

Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs.

Rohit Saxena, Aryo Pradipta Gema, Pasquale Minervini

CoRR, February, 2025

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering.

Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Self-Training Large Language Models for Tool-Use Without Demonstrations.

Ne Luo, Aryo Pradipta Gema, Xuanli He, Emile van Krieken, Pietro Lesci, Pasquale Minervini

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Are We Done with MMLU?

Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong, Alessio Devoto, Alberto Carlo Maria Mancino, Rohit Saxena, Xuanli He, Yu Zhao, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Balancing Act: Diversity and Consistency in Large Language Model Ensembles.

Ahmed Abdulaal, Chen Jin, Nina Montaña Brown, Aryo Pradipta Gema, Daniel C. Castro, Daniel C. Alexander, Philip Alexander Teare, Tom Diethe, Dino Oglic, Amrutha Saseendran

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Can GPT-3.5 generate and code discharge summaries?

Matús Falis, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex

J. Am. Medical Informatics Assoc., 2024

Fostering effective hybrid human-LLM reasoning and decision making.

Andrea Passerini, Aryo Gema, Pasquale Minervini, Burcu Sayin, Katya Tentori

Frontiers Artif. Intell., 2024

DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations.

Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal, Tom Diethe, Philip Teare, Beatrice Alex, Pasquale Minervini, Amrutha Saseendran

CoRR, 2024

Analysing the Residual Stream of Language Models Under Knowledge Conflicts.

Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini

CoRR, 2024

CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning.

Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen

CoRR, 2024

A Comparative Study on Patient Language across Therapeutic Domains for Effective Patient Voice Classification in Online Health Discussions.

Giorgos Lysandrou, Roma English Owen, Vanja Popovic, Grant Le Brun, Aryo Pradipta Gema, Beatrice Alex, Elizabeth A. L. Fairley

CoRR, 2024

The Hallucinations Leaderboard - An Open Effort to Measure Hallucinations in Large Language Models.

Giwon Hong, Aryo Pradipta Gema, Rohit Saxena, Xiaotang Du, Ping Nie, Yu Zhao, Laura Perez-Beltrachini, Max Ryabinin, Xuanli He, Clémentine Fourrier, Pasquale Minervini

CoRR, 2024

Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4.

Aryo Gema, Giwon Hong, Pasquale Minervini, Luke Daines, Beatrice Alex

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain.

Aryo Gema, Pasquale Minervini, Luke Daines, Tom Hope, Beatrice Alex

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints.

Aryo Gema, Chaeeun Lee, Pasquale Minervini, Luke Daines, T. Ian Simpson, Beatrice Alex

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

pyComBat, a Python tool for batch effects correction in high-throughput molecular data using empirical Bayes methods.

Abdelkader Behdenna, Maximilien Colange, Julien Haziza, Aryo Gema, Guillaume Appé, Chloé-Agathe Azencott, Akpéli Nordor

BMC Bioinform., December, 2023

Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain.

Aryo Pradipta Gema, Luke Daines, Pasquale Minervini, Beatrice Alex

CoRR, 2023

Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy Tasks.

Aryo Pradipta Gema, Dominik Grabarczyk, Wolf De Wulf, Piyush Borole, Javier Antonio Alfaro, Pasquale Minervini, Antonio Vergari, Ajitha Rajan

CoRR, 2023

Vaxformer: Antigenicity-controlled Transformer for Vaccine Design Against SARS-CoV-2.

Aryo Pradipta Gema, Michal Kobiela, Achille Fraisse, Ajitha Rajan, Diego A. Oyarzún, Javier Antonio Alfaro

CoRR, 2023

2020

Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia.

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

J. Big Data, 2020

Sequence-to-sequence Learning for motion-Aware Claim Generation.

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

Int. J. Comput., 2020

2019

Attention-based argumentation mining.

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

Int. J. Comput. Vis. Robotics, 2019

2017

Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument.

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay.

Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq, Wikaria Gazali

ICCSCI, 2017