Eric Malmi

Computer Science · Physical Sciences

17h-index1.5kcitations64works0.72yr avg
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Research Topics

Topic Modeling(30), Natural Language Processing Techniques(24), Text Readability and Simplification(10), Multimodal Machine Learning Applications(7), Human Mobility and Location-Based Analysis(7)

Publications63 total

Mastering Board Games by External and Internal Planning with Language Models
arXiv (Cornell University)·2024· 2 citedOpen Access
West-of-N: Synthetic Preferences for Self-Improving Reward Models
arXiv (Cornell University)·2024Open Access
Small Language Models Improve Giants by Rewriting Their Outputs
2024Open Access
Fast Text Generation with Text-Editing Models
2023· 1 cited
Small Language Models Improve Giants by Rewriting Their Outputs
arXiv (Cornell University)·2023· 1 citedOpen Access
Teaching Small Language Models to Reason
2023· 95 citedOpen Access
Teaching Small Language Models to Reason
arXiv (Cornell University)·2022· 7 citedOpen Access
Text Generation with Text-Editing Models
arXiv (Cornell University)·2022· 1 citedOpen Access
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start
arXiv (Cornell University)·2022· 1 citedOpen Access
EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start
2022· 26 citedOpen Access
Text Generation with Text-Editing Models
2022· 20 citedOpen Access
You Are What Apps You Use: Demographic Prediction Based on User's Apps
Proceedings of the International AAAI Conference on Web and Social Media·2021· 23 citedOpen Access
Controlled Text Generation as Continuous Optimization with Multiple\n Constraints
arXiv (Cornell University)·2021· 26 citedOpen Access
Controlled Text Generation as Continuous Optimization with Multiple Constraints
arXiv (Cornell University)·2021· 2 citedOpen Access
From Foursquare to My Square: Learning Check-in Behavior from Multiple Sources
Proceedings of the International AAAI Conference on Web and Social Media·2021· 8 citedOpen Access
A Simple Recipe for Multilingual Grammatical Error Correction
2021· 6 citedOpen Access
Semantically Driven Sentence Fusion: Modeling and Evaluation
arXiv (Cornell University)·2020Open Access
Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders
arXiv (Cornell University)·2020· 7 citedOpen Access
Conditional Rap Lyrics Generation with Denoising Autoencoders
arXiv (Cornell University)·2020· 4 citedOpen Access
Semantically Driven Sentence Fusion: Modeling and Evaluation
2020· 4 citedOpen Access
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Frequent Co-authors

Aliaksei Severyn(14), Jonathan Mallinson(9), Aristides Gionis(9), Sebastian Krause(6), Jakub Adámek(6), Luiza Sayfullina(6), Daniil Mirylenka(5), Sascha Rothe(4), Tapani Raiko(4), Federica Calanca(3), Lara Minkus(3), Claudia Wagner(3), Idan Szpektor(3), Mikael Kuusela(3), Aleksandr Chuklin(3), Felix Stahlberg(3), Sebastian Krause(3), Shankar Kumar(3), Daniele Pighin(3), Mikhail Kozhevnikov(3)