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ORCIDAryo Pradipta Gema
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2020 – today
- 2025
[i15]Rohit Saxena, Aryo Pradipta Gema, Pasquale Minervini:
Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs. CoRR abs/2502.05092 (2025)- [i14]Ne Luo, Aryo Pradipta Gema, Xuanli He, Emile van Krieken, Pietro Lesci, Pasquale Minervini:
Self-Training Large Language Models for Tool-Use Without Demonstrations. CoRR abs/2502.05867 (2025) - 2024
- [j5]Matús Falis
, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex:
Can GPT-3.5 generate and code discharge summaries? J. Am. Medical Informatics Assoc. 31(10): 2284-2293 (2024) - [c5]Aryo Gema, Pasquale Minervini, Luke Daines, Tom Hope, Beatrice Alex:
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain. ClinicalNLP@NAACL 2024: 91-104 - [c4]Aryo Gema, Chaeeun Lee, Pasquale Minervini, Luke Daines, T. Ian Simpson, Beatrice Alex:
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints. ClinicalNLP@NAACL 2024: 488-501 - [c3]Aryo Gema, Giwon Hong, Pasquale Minervini, Luke Daines, Beatrice Alex:
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4. SemEval@NAACL 2024: 1894-1904 - [i13]Matús Falis, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex:
Can GPT-3.5 Generate and Code Discharge Summaries? CoRR abs/2401.13512 (2024) - [i12]Aryo Pradipta Gema, Giwon Hong, Pasquale Minervini, Luke Daines, Beatrice Alex:
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4. CoRR abs/2404.00484 (2024) - [i11]Giwon Hong, Aryo Pradipta Gema, Rohit Saxena, Xiaotang Du, Ping Nie, Yu Zhao, Laura Perez-Beltrachini, Max Ryabinin, Xuanli He, Clémentine Fourrier, Pasquale Minervini:
The Hallucinations Leaderboard - An Open Effort to Measure Hallucinations in Large Language Models. CoRR abs/2404.05904 (2024) - [i10]Aryo Pradipta Gema, Chaeeun Lee, Pasquale Minervini, Luke Daines, T. Ian Simpson, Beatrice Alex:
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints. CoRR abs/2405.18028 (2024) - [i9]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:
Are We Done with MMLU? CoRR abs/2406.04127 (2024) - [i8]Giorgos Lysandrou, Roma English Owen, Vanja Popovic, Grant Le Brun, Aryo Pradipta Gema, Beatrice Alex, Elizabeth A. L. Fairley:
A Comparative Study on Patient Language across Therapeutic Domains for Effective Patient Voice Classification in Online Health Discussions. CoRR abs/2407.16593 (2024) - [i7]Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen:
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning. CoRR abs/2410.10336 (2024) - [i6]Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini:
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. CoRR abs/2410.15999 (2024) - [i5]Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini:
Analysing the Residual Stream of Language Models Under Knowledge Conflicts. CoRR abs/2410.16090 (2024) - [i4]Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal, Tom Diethe, Philip Teare, Beatrice Alex, Pasquale Minervini, Amrutha Saseendran:
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations. CoRR abs/2410.18860 (2024) - 2023
- [j4]Abdelkader Behdenna, Maximilien Colange, Julien Haziza, Aryo Gema, Guillaume Appé, Chloé-Agathe Azencott, Akpéli Nordor:
pyComBat, a Python tool for batch effects correction in high-throughput molecular data using empirical Bayes methods. BMC Bioinform. 24(1): 459 (2023) - [i3]Aryo Pradipta Gema, Michal Kobiela, Achille Fraisse, Ajitha Rajan, Diego A. Oyarzún, Javier Antonio Alfaro:
Vaxformer: Antigenicity-controlled Transformer for Vaccine Design Against SARS-CoV-2. CoRR abs/2305.11194 (2023) - [i2]Aryo Pradipta Gema, Dominik Grabarczyk, Wolf De Wulf, Piyush Borole, Javier Antonio Alfaro, Pasquale Minervini, Antonio Vergari, Ajitha Rajan:
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy Tasks. CoRR abs/2305.19979 (2023) - [i1]Aryo Pradipta Gema, Luke Daines, Pasquale Minervini, Beatrice Alex:
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain. CoRR abs/2307.03042 (2023) - 2020
- [j3]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Sequence-to-sequence Learning for motion-Aware Claim Generation. Int. J. Comput. 19: 620-628 (2020) - [j2]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. J. Big Data 7(1): 90 (2020)
2010 – 2019
- 2019
- [j1]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Attention-based argumentation mining. Int. J. Comput. Vis. Robotics 9(5): 414-437 (2019) - 2017
- [c2]Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq, Wikaria Gazali:
It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay. ICCSCI 2017: 449-459 - [c1]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument. MIWAI 2017: 174-188
Coauthor Index
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last updated on 2025-04-03 01:23 CEST by the dblp team
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