Martin Josifoski

According to our database, Martin Josifoski authored at least 23 papers between 2018 and 2024.

Collaborative distances:

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

2024

The Era of Semantic Decoding.

Maxime Peyrard, Martin Josifoski, Robert West

CoRR, 2024

Symbolic Autoencoding for Self-Supervised Sequence Learning.

Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West

CoRR, 2024

Evaluating Language Model Agency through Negotiations.

Tim R. Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski, Robert West

CoRR, 2024

A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia.

Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access.

Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice.

Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause

J. Mach. Learn. Res., 2023

Flows: Building Blocks of Reasoning and Collaborating AI.

Martin Josifoski, Lars Henning Klein, Maxime Peyrard, Yifei Li, Saibo Geng, Julian Paul Schnitzler, Yuxing Yao, Jiheng Wei, Debjit Paul, Robert West

CoRR, 2023

Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science.

Veniamin Veselovsky, Manoel Horta Ribeiro, Akhil Arora, Martin Josifoski, Ashton Anderson, Robert West

CoRR, 2023

Flexible Grammar-Based Constrained Decoding for Language Models.

Saibo Geng, Martin Josifosky, Maxime Peyrard, Robert West

CoRR, 2023

Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction.

Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning.

Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Language Model Decoding as Likelihood-Utility Alignment.

Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

PAC-Bayesian Meta-Learning: From Theory to Practice.

Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause

CoRR, 2022

Language Model Decoding as Likelihood-Utility Alignment.

Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West

CoRR, 2022

GenIE: Generative Information Extraction.

Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Invariant Language Modeling.

Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

GenIE: Generative Information Extraction.

Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West

CoRR, 2021

Invariant Language Modeling.

Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West

CoRR, 2021

PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees.

Jonas Rothfuss, Vincent Fortuin, Martin Josifoski, Andreas Krause

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Scalable Zero-shot Entity Linking with Dense Entity Retrieval.

Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Zero-shot Entity Linking with Dense Entity Retrieval.

Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer

CoRR, 2019

Crosslingual Document Embedding as Reduced-Rank Ridge Regression.

Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2018

Deep Learning the Protein Function in Protein Interaction Networks.

Kire Trivodaliev, Martin Josifoski, Slobodan Kalajdziski

Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018