Martin Josifoski

34 papers A* 6A 1Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AIRA_2: Overcoming Bottlenecks in AI Research Agents. CoRR Karen Hambardzumyan, Nicolas Mario Baldwin, Edan Toledo, Rishi Hazra, Michael Kuchnik, Bassel Al Omari, Thomas Foster, Anton Protopopov, Jean-Christophe Gagnon-Audet, Ishita Mediratta, Kelvin Niu, Michael Shvartsman, Alisia Maria Lupidi, Alexis Audran-Reiss, Parth Pathak, Tatiana Shavrina, Despoina Magka, Hela Momand, Derek Dunfield, Nicola Cancedda, Pontus Stenetorp, Carole-Jean Wu, Jakob Nicolaus Foerster, Yoram Bachrach, Martin Josifoski
2026	J	`jnl`	AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents. CoRR Alisia Maria Lupidi, Bhavul Gauri, Thomas Foster, Bassel Al Omari, Despoina Magka, Alberto Pepe, Alexis Audran-Reiss, Muna Aghamelu, Nicolas Mario Baldwin, Lucia Cipolina-Kun, Jean-Christophe Gagnon-Audet, Chee Hau Leow, Sandra Lefdal, Hossam Mossalam, Abhinav Moudgil, Saba Nazir, Emanuel Tewolde, Isabel Urrego, Jordi Armengol-Estapé, Amar Budhiraja, Gaurav Chaurasia, Abhishek Charnalia, Derek Dunfield, Karen Hambardzumyan, Daniel Izcovich, Martin Josifoski, Ishita Mediratta, Kelvin Niu, Parth Pathak, Michael Shvartsman, Edan Toledo, Anton Protopopov, Roberta Raileanu, Alexander H. Miller, Tatiana Shavrina, Jakob N. Foerster, Yoram Bachrach
2026	A*	`conf`	Interactive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks. AAAI Dimitrios Rontogiannis, Maxime Peyrard, Nicolas Mario Baldwin, Martin Josifoski, Robert West, Dimitrios Gunopulos
2025	J	`jnl`	AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench. CoRR Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Rishi Hazra, Nicolas Mario Baldwin, Alexis Audran-Reiss, Michael Kuchnik, Despoina Magka, Minqi Jiang, Alisia Maria Lupidi, Andrei Lupu, Roberta Raileanu, Kelvin Niu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Shagun Sodhani, Alexander H. Miller, Abhishek Charnalia, Derek Dunfield, Carole-Jean Wu, Pontus Stenetorp, Nicola Cancedda, Jakob Nicolaus Foerster, Yoram Bachrach
2025	A*	`conf`	Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games. IJCAI Yoram Bachrach, Edan Toledo, Karen Hambardzumyan, Despoina Magka, Martin Josifoski, Minqi Jiang, Jakob N. Foerster, Roberta Raileanu, Tatiana Shavrina, Nicola Cancedda, Avraham Ruderman, Katie Millican, Andrei Lupu, Rishi Hazra
2025	J	`jnl`	Interactive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks. CoRR Dimitrios Rontogiannis, Maxime Peyrard, Nicolas Mario Baldwin, Martin Josifoski, Robert West, Dimitrios Gunopulos
2025	J	`jnl`	The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements. CoRR Bingchen Zhao, Despoina Magka, Minqi Jiang, Xian Li, Roberta Raileanu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Kelvin Niu, Shagun Sodhani, Michael Shvartsman, Andrei Lupu, Alisia Maria Lupidi, Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Thomas Foster, Lucia Cipolina-Kun, Abhishek Charnalia, Derek Dunfield, Alexander H. Miller, Oisin Mac Aodha, Jakob N. Foerster, Yoram Bachrach
2025	J	`jnl`	What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity. CoRR Alexis Audran-Reiss, Jordi Armengol-Estapé, Karen Hambardzumyan, Amar Budhiraja, Martin Josifoski, Edan Toledo, Rishi Hazra, Despoina Magka, Michael Shvartsman, Parth Pathak, Justine T. Kao, Lucia Cipolina-Kun, Bhavul Gauri, Jean-Christophe Gagnon-Audet, Emanuel Tewolde, Jenny Zhang, Taco Cohen, Yossi Adi, Tatiana Shavrina, Yoram Bachrach
2024	—	`conf`	A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia. ACL (1) Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West
2024	J	`jnl`	Evaluating Language Model Agency through Negotiations. CoRR Tim R. Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski, Robert West
2024	—	`conf`	Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access. ACL (Short Papers) Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West
2024	J	`jnl`	Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access. CoRR Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West
2024	J	`jnl`	Symbolic Autoencoding for Self-Supervised Sequence Learning. CoRR Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West
2024	J	`jnl`	The Era of Semantic Decoding. CoRR Maxime Peyrard, Martin Josifoski, Robert West
2023	J	`jnl`	A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia. CoRR Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West
2023	A*	`conf`	Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. EMNLP Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
2023	J	`jnl`	Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. CoRR Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
2023	J	`jnl`	Flows: Building Blocks of Reasoning and Collaborating AI. CoRR Martin Josifoski, Lars Henning Klein, Maxime Peyrard, Yifei Li, Saibo Geng, Julian Paul Schnitzler, Yuxing Yao, Jiheng Wei, Debjit Paul, Robert West
2023	J	`jnl`	Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science. CoRR Veniamin Veselovsky, Manoel Horta Ribeiro, Akhil Arora, Martin Josifoski, Ashton Anderson, Robert West
2023	A*	`conf`	Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning. EMNLP Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West
2023	—	`conf`	Language Model Decoding as Likelihood-Utility Alignment. EACL (Findings) Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings
2023	J	`jnl`	Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice. J. Mach. Learn. Res. Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause
2022	—	`conf`	GenIE: Generative Information Extraction. NAACL-HLT Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West
2022	A*	`conf`	Invariant Language Modeling. EMNLP Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West
2022	J	`jnl`	Language Model Decoding as Likelihood-Utility Alignment. CoRR Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West
2022	J	`jnl`	PAC-Bayesian Meta-Learning: From Theory to Practice. CoRR Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause
2021	J	`jnl`	GenIE: Generative Information Extraction. CoRR Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West
2021	J	`jnl`	Invariant Language Modeling. CoRR Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West
2021	A*	`conf`	PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees. ICML Jonas Rothfuss, Vincent Fortuin, Martin Josifoski, Andreas Krause
2020	—	`conf`	Scalable Zero-shot Entity Linking with Dense Entity Retrieval. EMNLP (1) Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer
2019	A	`conf`	Crosslingual Document Embedding as Reduced-Rank Ridge Regression. WSDM Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West
2019	J	`jnl`	Crosslingual Document Embedding as Reduced-Rank Ridge Regression. CoRR Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West
2019	J	`jnl`	Zero-shot Entity Linking with Dense Entity Retrieval. CoRR Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer
2018	—	`conf`	Deep Learning the Protein Function in Protein Interaction Networks. ICT Innovations Kire Trivodaliev, Martin Josifoski, Slobodan Kalajdziski