Ilia Kulikov

According to our database, Ilia Kulikov authored at least 30 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Adaptive Decoding via Latent Preference Optimization.

Shehzaad Dhuliawala, Ilia Kulikov, Ping Yu, Asli Celikyilmaz, Jason Weston, Sainbayar Sukhbaatar, Jack Lanchantin

CoRR, 2024

Self-Taught Evaluators.

Tianlu Wang, Ilia Kulikov, Olga Golovneva, Ping Yu, Weizhe Yuan, Jane Dwivedi-Yu, Richard Yuanzhe Pang, Maryam Fazel-Zarandi, Jason Weston, Xian Li

CoRR, 2024

Distilling System 2 into System 1.

Ping Yu, Jing Xu, Jason Weston, Ilia Kulikov

CoRR, 2024

Investigating Decoder-only Large Language Models for Speech-to-text Translation.

Chao-Wei Huang, Hui Lu, Hongyu Gong, Hirofumi Inaguma, Ilia Kulikov, Ruslan Mavlyutov, Sravya Popuri

CoRR, 2024

Following Length Constraints in Instructions.

Weizhe Yuan, Ilia Kulikov, Ping Yu, Kyunghyun Cho, Sainbayar Sukhbaatar, Jason Weston, Jing Xu

CoRR, 2024

From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models.

Sean Welleck, Amanda Bertsch, Matthew Finlayson, Hailey Schoelkopf, Alex Xie, Graham Neubig, Ilia Kulikov, Zaïd Harchaoui

CoRR, 2024

MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation.

Yifan Peng, Ilia Kulikov, Yilin Yang, Sravya Popuri, Hui Lu, Changhan Wang, Hongyu Gong

CoRR, 2024

An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis.

Yifan Peng, Ilia Kulikov, Yilin Yang, Sravya Popuri, Hui Lu, Changhan Wang, Hongyu Gong

CoRR, 2024

Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction.

Jiatong Shi, Hirofumi Inaguma, Xutai Ma, Ilia Kulikov, Anna Y. Sun

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation.

Min-Jae Hwang, Ilia Kulikov, Benjamin N. Peloquin, Hongyu Gong, Peng-Jen Chen, Ann Lee

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Seamless: Multilingual Expressive and Streaming Speech Translation.

Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Mark Duppenthaler, Paul-Ambroise Duquenne, Brian Ellis, Hady Elsahar, Justin Haaheim, John Hoffman, Min-Jae Hwang, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin N. Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson

CoRR, 2023

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation.

Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Paul-Ambroise Duquenne, Hady Elsahar, Hongyu Gong, Kevin Heffernan, John Hoffman, Christopher Klaiber, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin N. Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang

CoRR, 2023

Improving Speech-to-Speech Translation Through Unlabeled Text.

Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang, Yun Tang, Ilia Kulikov, Hongyu Gong

Proceedings of the IEEE International Conference on Acoustics, 2023

Named Entity Detection and Injection for Direct Speech Translation.

Marco Gaido, Yun Tang, Ilia Kulikov, Rongqing Huang, Hongyu Gong, Hirofumi Inaguma

Proceedings of the IEEE International Conference on Acoustics, 2023

Simple and Effective Unsupervised Speech Translation.

Changhan Wang, Hirofumi Inaguma, Peng-Jen Chen, Ilia Kulikov, Yun Tang, Wei-Ning Hsu, Michael Auli, Juan Pino

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units.

Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Characterizing and Resolving Degeneracies in Neural Autoregressive Text Generation.

Ilia Kulikov

PhD thesis, 2022

Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling.

Ilia Kulikov, Maksim Eremeev, Kyunghyun Cho

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models.

Felix Stahlberg, Ilia Kulikov, Shankar Kumar

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Mode recovery in neural autoregressive sequence modeling.

Ilia Kulikov, Sean Welleck, Kyunghyun Cho

Proceedings of the 5th Workshop on Structured Prediction for NLP, 2021

2020

Neural Text Generation With Unlikelihood Training.

Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston

Proceedings of the 8th International Conference on Learning Representations, 2020

Consistency of a Recurrent Language Model With Respect to Incomplete Decoding.

Sean Welleck, Ilia Kulikov, Jaedeok Kim, Richard Yuanzhe Pang, Kyunghyun Cho

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training.

Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Multi-Turn Beam Search for Neural Dialogue Modeling.

Ilia Kulikov, Jason Lee, Kyunghyun Cho

CoRR, 2019

Importance of Search and Evaluation Strategies in Neural Dialogue Modeling.

Ilia Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston

Proceedings of the 12th International Conference on Natural Language Generation, 2019

2018

Importance of a Search Strategy in Neural Dialogue Modelling.

Ilya Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston

CoRR, 2018

Vehicle Community Strategies.

Cinjon Resnick, Ilya Kulikov, Kyunghyun Cho, Jason Weston

CoRR, 2018

2017

Faster sequence training.

Albert Zeyer, Ilia Kulikov, Ralf Schlüter, Hermann Ney

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Returnn: The RWTH extensible training framework for universal recurrent neural networks.

Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilia Kulikov, Ralf Schlüter, Hermann Ney

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Optimization of Memory Operations in Generalized Search Trees of PostgreSQL.

Andrey Borodin, Sergey Mirvoda, Ilia Kulikov, Sergey Porshnev

Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017