Martin Josifoski

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Protein Function

Ridge Regression

Top Venues

Publications

Tim R. Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski, Robert West
Evaluating Language Model Agency through Negotiations. CoRR (2024)
Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access. CoRR (2024)
Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia. ACL (1) (2024)
Maxime Peyrard, Martin Josifoski, Robert West
The Era of Semantic Decoding. CoRR (2024)
Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West
Symbolic Autoencoding for Self-Supervised Sequence Learning. CoRR (2024)
Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning. EMNLP (2023)
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings
Language Model Decoding as Likelihood-Utility Alignment. EACL (Findings) (2023)
Veniamin Veselovsky, Manoel Horta Ribeiro, Akhil Arora, Martin Josifoski, Ashton Anderson, Robert West
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science. CoRR (2023)
Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. EMNLP (2023)
Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. CoRR (2023)
Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia. CoRR (2023)
Martin Josifoski, Lars Klein, Maxime Peyrard, Yifei Li, Saibo Geng, Julian Paul Schnitzler, Yuxing Yao, Jiheng Wei, Debjit Paul, Robert West
Flows: Building Blocks of Reasoning and Collaborating AI. CoRR (2023)
Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause
PAC-Bayesian Meta-Learning: From Theory to Practice. CoRR (2022)
Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West
Language Model Decoding as Likelihood-Utility Alignment. CoRR (2022)
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West
GenIE: Generative Information Extraction. NAACL-HLT (2022)
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West
Invariant Language Modeling. EMNLP (2022)
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West
GenIE: Generative Information Extraction. CoRR (2021)
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West
Invariant Language Modeling. CoRR (2021)
Jonas Rothfuss, Vincent Fortuin, Martin Josifoski, Andreas Krause
PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees. ICML (2021)
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer
Scalable Zero-shot Entity Linking with Dense Entity Retrieval. EMNLP (1) (2020)
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer
Zero-shot Entity Linking with Dense Entity Retrieval. CoRR (2019)
Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West
Crosslingual Document Embedding as Reduced-Rank Ridge Regression. CoRR (2019)
Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West
Crosslingual Document Embedding as Reduced-Rank Ridge Regression. WSDM (2019)
Kire Trivodaliev, Martin Josifoski, Slobodan Kalajdziski
Deep Learning the Protein Function in Protein Interaction Networks. ICT Innovations (2018)