Follow
Martin Josifoski
Martin Josifoski
Verified email at epfl.ch
Title
Cited by
Cited by
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
5692019
PACOH: Bayes-optimal meta-learning with PAC-guarantees
J Rothfuss, V Fortuin, M Josifoski, A Krause
International Conference on Machine Learning, 9116-9126, 2021
1342021
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
882023
GenIE: generative information extraction
M Josifoski, N De Cao, M Peyrard, F Petroni, R West
NAACL, 2021
702021
Grammar-constrained decoding for structured NLP tasks without finetuning
S Geng, M Josifoski, M Peyrard, R West
arXiv preprint arXiv:2305.13971, 2023
59*2023
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
502023
Flows: Building blocks of reasoning and collaborating ai
M Josifoski, L Klein, M Peyrard, N Baldwin, Y Li, S Geng, JP Schnitzler, ...
arXiv preprint arXiv:2308.01285, 2023
182023
Scalable PAC-bayesian meta-learning via the PAC-optimal hyper-posterior: from theory to practice
J Rothfuss, M Josifoski, V Fortuin, A Krause
The Journal of Machine Learning Research 24 (1), 18474-18535, 2023
172023
Invariant language modeling
M Peyrard, SS Ghotra, M Josifoski, V Agarwal, B Patra, D Carignan, ...
arXiv preprint arXiv:2110.08413, 2021
162021
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 and …, 2019
152019
Evaluating language model agency through negotiations
TR Davidson, V Veselovsky, M Josifoski, M Peyrard, A Bosselut, ...
arXiv preprint arXiv:2401.04536, 2024
142024
A glitch in the matrix? locating and detecting language model grounding with fakepedia
G Monea, M Peyrard, M Josifoski, V Chaudhary, J Eisner, E Kıcıman, ...
arXiv preprint arXiv:2312.02073, 2023
92023
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access
S Geng, B Döner, C Wendler, M Josifoski, R West
arXiv preprint arXiv:2401.09967, 2024
42024
Deep Learning the Protein Function in Protein Interaction Networks
K Trivodaliev, M Josifoski, S Kalajdziski
ICT Innovations 2018. Engineering and Life Sciences: 10th International …, 2018
32018
Language Model Decoding as Likelihood–Utility Alignment
M Josifoski, M Peyrard, F Rajic, J Wei, D Paul, V Hartmann, B Patra, ...
EACL 2023, 2022
22022
The Era of Semantic Decoding
M Peyrard*, M Josifoski*, R West
arXiv preprint arXiv:2403.14562, 2024
12024
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 Methodius …, 2017
12017
Symbolic Autoencoding for Self-Supervised Sequence Learning
MH Amani, NM Baldwin, A Mansouri, M Josifoski, M Peyrard, R West
arXiv preprint arXiv:2402.10575, 2024
2024
Symbolic Autoencoding with Straight-Through Gradient Approximations
MH Amani, N Baldwin, A Mansouri, M Josifoski, M Peyrard, R West
The system can't perform the operation now. Try again later.
Articles 1–20