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2020 – today
- 2024
[c11]Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West:
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access. ACL (Short Papers) 2024: 234-245- [c10]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: 6828-6844 - [i15]Tim R. Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski
, Robert West:
Evaluating Language Model Agency through Negotiations. CoRR abs/2401.04536 (2024) - [i14]Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West:
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access. CoRR abs/2401.09967 (2024) - [i13]Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West:
Symbolic Autoencoding for Self-Supervised Sequence Learning. CoRR abs/2402.10575 (2024) - [i12]Maxime Peyrard, Martin Josifoski, Robert West:
The Era of Semantic Decoding. CoRR abs/2403.14562 (2024) - 2023
- [j1]Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause:
Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice. J. Mach. Learn. Res. 24: 386:1-386:62 (2023) - [c9]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: 1425-1440 - [c8]Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West:
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. EMNLP 2023: 1555-1574 - [c7]Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West:
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning. EMNLP 2023: 10932-10952 - [i11]Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West:
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction. CoRR abs/2303.04132 (2023) - [i10]Saibo Geng, Martin Josifosky, Maxime Peyrard, Robert West:
Flexible Grammar-Based Constrained Decoding for Language Models. CoRR abs/2305.13971 (2023) - [i9]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 abs/2305.15041 (2023) - [i8]Martin Josifoski, Lars Henning 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 abs/2308.01285 (2023) - [i7]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 abs/2312.02073 (2023) - 2022
- [c6]Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West:
Invariant Language Modeling. EMNLP 2022: 5728-5743 - [c5]Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West:
GenIE: Generative Information Extraction. NAACL-HLT 2022: 4626-4643 - [i6]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 abs/2210.07228 (2022) - [i5]Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause:
PAC-Bayesian Meta-Learning: From Theory to Practice. CoRR abs/2211.07206 (2022) - 2021
- [c4]Jonas Rothfuss, Vincent Fortuin, Martin Josifoski, Andreas Krause:
PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees. ICML 2021: 9116-9126 - [i4]Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West:
Invariant Language Modeling. CoRR abs/2110.08413 (2021) - [i3]Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West:
GenIE: Generative Information Extraction. CoRR abs/2112.08340 (2021) - 2020
- [c3]Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer:
Scalable Zero-shot Entity Linking with Dense Entity Retrieval. EMNLP (1) 2020: 6397-6407
2010 – 2019
- 2019
- [c2]Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West:
Crosslingual Document Embedding as Reduced-Rank Ridge Regression. WSDM 2019: 744-752 - [i2]Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West:
Crosslingual Document Embedding as Reduced-Rank Ridge Regression. CoRR abs/1904.03922 (2019) - [i1]Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer:
Zero-shot Entity Linking with Dense Entity Retrieval. CoRR abs/1911.03814 (2019) - 2018
- [c1]Kire Trivodaliev, Martin Josifoski, Slobodan Kalajdziski:
Deep Learning the Protein Function in Protein Interaction Networks. ICT Innovations 2018: 185-197
Coauthor Index
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last updated on 2024-10-12 23:00 CEST by the dblp team
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