Aryo Pradipta Gema

38 papers A* 3Journal 29Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Same Answer, Different Representations: Hidden instability in VLMs. CoRR Farooq Ahmad Wani, Alessandro Suglia, Rohit Saxena, Aryo Pradipta Gema, Wai-Chung Kwan, Fazl Barez, Maria Sofia Bucarelli, Fabrizio Silvestri, Pasquale Minervini
2026	J	`jnl`	The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity? CoRR Alexander Hägele, Aryo Pradipta Gema, Henry Sleight, Ethan Perez, Jascha Sohl-Dickstein
2025	J	`jnl`	An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering. CoRR Alexander Murphy, Mohd Sanad Zaki Rizvi, Aden Haussmann, Ping Nie, Guifu Liu, Aryo Pradipta Gema, Pasquale Minervini
2025	—	`conf`	Are We Done with MMLU? NAACL (Long Papers) 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
2025	A*	`conf`	Balancing Act: Diversity and Consistency in Large Language Model Ensembles. ICLR 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
2025	J	`jnl`	Beyond Data Filtering: Knowledge Localization for Capability Removal in LLMs. CoRR Igor Shilov, Alex Cloud, Aryo Pradipta Gema, Jacob Goldman-Wetzler, Nina Panickssery, Henry Sleight, Erik Jones, Cem Anil
2025	A*	`conf`	CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning. EMNLP Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen
2025	—	`conf`	DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations. EMNLP (Findings) Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal, Tom Diethe, Philip Alexander Teare, Beatrice Alex, Pasquale Minervini, Amrutha Saseendran
2025	J	`jnl`	GRADA: Graph-based Reranker against Adversarial Documents Attack. CoRR Jingjie Zheng, Aryo Pradipta Gema, Giwon Hong, Xuanli He, Pasquale Minervini, Youcheng Sun, Qiongkai Xu
2025	A*	`conf`	GRADA: Graph-based Reranking against Adversarial Documents Attack. EMNLP Jingjie Zheng, Aryo Pradipta Gema, Giwon Hong, Xuanli He, Pasquale Minervini, Youcheng Sun, Qiongkai Xu
2025	J	`jnl`	Inverse Scaling in Test-Time Compute. CoRR 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
2025	J	`jnl`	Inverse Scaling in Test-Time Compute. Trans. Mach. Learn. Res. 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
2025	J	`jnl`	Learning Binding Affinities via Fine-Tuning of Protein and Ligand Language Models. J. Chem. Inf. Model. Rohan Gorantla, Aryo Pradipta Gema, Ian Xi Yang, Álvaro Serrano-Morrás, Benjamin Suutari, Jordi Juárez Jiménez, Antonia S. J. S. Mey
2025	J	`jnl`	Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs. CoRR Rohit Saxena, Aryo Pradipta Gema, Pasquale Minervini
2025	J	`jnl`	Noiser: Bounded Input Perturbations for Attributing Large Language Models. CoRR Mohammad Reza Ghasemi Madani, Aryo Pradipta Gema, Gabriele Sarti, Yu Zhao, Pasquale Minervini, Andrea Passerini
2025	J	`jnl`	Scalpel vs. Hammer: GRPO Amplifies Existing Capabilities, SFT Replaces Them. CoRR Neel Rajani, Aryo Pradipta Gema, Seraphina Goldfarb-Tarrant, Ivan Titov
2025	—	`conf`	Self-Training Large Language Models for Tool-Use Without Demonstrations. NAACL (Findings) Ne Luo, Aryo Pradipta Gema, Xuanli He, Emile van Krieken, Pietro Lesci, Pasquale Minervini
2025	J	`jnl`	Self-Training Large Language Models for Tool-Use Without Demonstrations. CoRR Ne Luo, Aryo Pradipta Gema, Xuanli He, Emile van Krieken, Pietro Lesci, Pasquale Minervini
2025	—	`conf`	Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. NAACL (Long Papers) Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini
2024	J	`jnl`	A Comparative Study on Patient Language across Therapeutic Domains for Effective Patient Voice Classification in Online Health Discussions. CoRR Giorgos Lysandrou, Roma English Owen, Vanja Popovic, Grant Le Brun, Aryo Pradipta Gema, Beatrice Alex, Elizabeth A. L. Fairley
2024	J	`jnl`	Analysing the Residual Stream of Language Models Under Knowledge Conflicts. CoRR Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini
2024	J	`jnl`	Are We Done with MMLU? CoRR 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
2024	J	`jnl`	Can GPT-3.5 Generate and Code Discharge Summaries? CoRR Matús Falis, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex
2024	J	`jnl`	Can GPT-3.5 generate and code discharge summaries? J. Am. Medical Informatics Assoc. Matús Falis, Aryo Pradipta Gema, Hang Dong, Luke Daines, Siddharth Basetti, Michael Holder, Rose S. Penfold, Alexandra Birch, Beatrice Alex
2024	J	`jnl`	CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning. CoRR Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen
2024	J	`jnl`	DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations. CoRR Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal, Tom Diethe, Philip Teare, Beatrice Alex, Pasquale Minervini, Amrutha Saseendran
2024	J	`jnl`	Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints. CoRR Aryo Pradipta Gema, Chaeeun Lee, Pasquale Minervini, Luke Daines, T. Ian Simpson, Beatrice Alex
2024	J	`jnl`	Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4. CoRR Aryo Pradipta Gema, Giwon Hong, Pasquale Minervini, Luke Daines, Beatrice Alex
2024	J	`jnl`	Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. CoRR Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini
2024	J	`jnl`	The Hallucinations Leaderboard - An Open Effort to Measure Hallucinations in Large Language Models. CoRR Giwon Hong, Aryo Pradipta Gema, Rohit Saxena, Xiaotang Du, Ping Nie, Yu Zhao, Laura Perez-Beltrachini, Max Ryabinin, Xuanli He, Clémentine Fourrier, Pasquale Minervini
2023	J	`jnl`	Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy Tasks. CoRR Aryo Pradipta Gema, Dominik Grabarczyk, Wolf De Wulf, Piyush Borole, Javier Antonio Alfaro, Pasquale Minervini, Antonio Vergari, Ajitha Rajan
2023	J	`jnl`	Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain. CoRR Aryo Pradipta Gema, Luke Daines, Pasquale Minervini, Beatrice Alex
2023	J	`jnl`	Vaxformer: Antigenicity-controlled Transformer for Vaccine Design Against SARS-CoV-2. CoRR Aryo Pradipta Gema, Michal Kobiela, Achille Fraisse, Ajitha Rajan, Diego A. Oyarzún, Javier Antonio Alfaro
2020	J	`jnl`	Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. J. Big Data Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2020	J	`jnl`	Sequence-to-sequence Learning for motion-Aware Claim Generation. Int. J. Comput. Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2019	J	`jnl`	Attention-based argumentation mining. Int. J. Comput. Vis. Robotics Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2017	—	`conf`	Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument. MIWAI Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2017	—	`conf`	It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay. ICCSCI Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq, Wikaria Gazali