Martin Josifoski

Researcher, Facebook

Joined

September 2020

Names

Martin Josifoski (Preferred)

Emails

****@epfl.ch (Confirmed)

****@meta.com (Confirmed)

****@yahoo.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Facebook (meta.com)

2024 – Present

PhD student

Swiss Federal Institute of Technology Lausanne (epfl.ch)

2020 – 2024

MS student

Swiss Federal Institute of Technology (ethz.ch)

2019 – 2020

MS student

Swiss Federal Institute of Technology Lausanne (epfl.ch)

2017 – 2020

Advisors, Relations & Conflicts

Coauthor

Maxime Peyrard

Present

Coworker

RISHI HAZRA

Present

Coworker

Yoram Bachrach

Present

Coworker

Edan Toledo

Present

PhD Advisor

Robert West

2020 – Present

Expertise

Natural Language Processing

Named Entity Linking

Present

Meta-Learning

Present

Representation Learning

Present

Publications

Interactive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks
Dimitrios Rontogiannis, Maxime Peyrard, Nicolas Baldwin, Martin Josifoski, Robert West, Dimitrios Gunopulos
- DL4C @ NeurIPS 2025 Poster
- Readers: Everyone
AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
Edan Toledo, Karen Hambardzumyan, Martin Josifoski, RISHI HAZRA, Nicolas Baldwin, Alexis Audran-Reiss, Michael Kuchnik, Despoina Magka, Minqi Jiang, Alisia Maria Lupidi, Andrei Lupu, Roberta Raileanu, Tatiana Shavrina, Kelvin Niu, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Shagun Sodhani, Alexander H Miller, Abhishek Charnalia, Derek Dunfield et al. (5 additional authors not shown)
- NeurIPS 2025 spotlight
- Readers: Everyone
The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements
Bingchen Zhao, Despoina Magka, Minqi Jiang, Xian Li, Roberta Raileanu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Kelvin Niu, Shagun Sodhani, Michael Shvartsman, Andrei Lupu, Alisia Maria Lupidi, Karen Hambardzumyan, Martin Josifoski, Edan Toledo, Thomas Foster, Lucia Cipolina-Kun, Derek Dunfield, Abhishek Charnalia, Alexander H Miller et al. (3 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access
Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West
- ACL 2024
- Readers: Everyone
Symbolic Autoencoding with Straight-Through Gradient Approximations
Mohammad Hossein Amani, Nicolas Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West
- Submitted to ICLR 2025
- Readers: Everyone
Symbolic Autoencoding for Self-Supervised Sequence Learning
Mohammad Hossein Amani, Nicolas Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West
- Differentiable Almost Everything
- Readers: Everyone
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West
- EMNLP 2023 Main
- Readers: Everyone
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction
Martin Josifoski, Marija Sakota, Maxime Peyrard, Robert West
- EMNLP 2023 Main
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- EACL (Findings) 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 08 Jun 2023
- CoRR 2023
- Readers: Everyone

View all 23 publications

Co-Authors

View all 70 co-authors