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Martin Josifoski
Martin Josifoski
Verified email at epfl.ch
Title
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Year
Scalable zero-shot entity linking with dense entity retrieval
L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer
arXiv preprint arXiv:1911.03814, 2019
3812019
PACOH: Bayes-optimal meta-learning with PAC-guarantees
J Rothfuss, V Fortuin, M Josifoski, A Krause
International Conference on Machine Learning, 9116-9126, 2021
982021
GenIE: generative information extraction
M Josifoski, N De Cao, M Peyrard, F Petroni, R West
NAACL, 2021
292021
Exploiting asymmetry for synthetic training data generation: SynthIE and the case of information extraction
M Josifoski, M Sakota, M Peyrard, R West
EMNLP 2023, 2023
142023
Crosslingual document embedding as reduced-rank ridge regression
M Josifoski, IS Paskov, HS Paskov, M Jaggi, R West
Proceedings of the Twelfth ACM International Conference on Web Search andá…, 2019
142019
Invariant language modeling
M Peyrard, SS Ghotra, M Josifoski, V Agarwal, B Patra, D Carignan, ...
arXiv preprint arXiv:2110.08413, 2021
92021
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science
V Veselovsky, MH Ribeiro, A Arora, M Josifoski, A Anderson, R West
arXiv preprint arXiv:2305.15041, 2023
72023
Pac-bayesian meta-learning: From theory to practice
J Rothfuss, M Josifoski, V Fortuin, A Krause
arXiv preprint arXiv:2211.07206, 2022
72022
Flexible Grammar-Based Constrained Decoding for Language Models
S Geng, M Josifoski, M Peyrard, R West
arXiv preprint arXiv:2305.13971, 2023
32023
Deep Learning the Protein Function in Protein Interaction Networks
K Trivodaliev, M Josifoski, S Kalajdziski
ICT Innovations 2018. Engineering and Life Sciences: 10th Internationalá…, 2018
22018
Flows: Building blocks of reasoning and collaborating AI
M Josifoski, L Klein, M Peyrard, Y Li, S Geng, JP Schnitzler, Y Yao, J Wei, ...
arXiv preprint arXiv:2308.01285, 2023
12023
Language Model Decoding as Likelihood–Utility Alignment
M Josifoski, M Peyrard, F Rajic, J Wei, D Paul, V Hartmann, B Patra, ...
EACL 2023, 2022
12022
Meta-learning Bayesian neural network priors based on PAC-Bayesian theory
J Rothfuss, M Josifoski, A Krause
12020
Instance based learning in protein interaction networks
M Josifoski, K Trivodaliev
Faculty of Computer Science and Engineering, Ss. Cyril and Methodiusá…, 2017
12017
DLAB
A Garcia Duran, VRK Garimella, K Gligoric, F Grimberg, V Hartmann, ...
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