Eric Malmi

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 44

Top Venues

CoRR

EMNLP (Findings)

Data Min. Knowl. Discov.

KDD

Aalto University, Espoo, Finland (PHD)

Education History

Aalto University, Espoo, Finland

PHD

Publications

Chhandak Bagchi, Eric Malmi, Przemyslaw A. Grabowicz
Promotion of Scientific Publications on ArXiv and X Is on the Rise and Impacts Citations. CoRR (2024)
Giorgos Vernikos, Arthur Brazinskas, Jakub Adámek, Jonathan Mallinson, Aliaksei Severyn, Eric Malmi
Small Language Models Improve Giants by Rewriting Their Outputs. EACL (1) (2024)
Alizée Pace, Jonathan Mallinson, Eric Malmi, Sebastian Krause, Aliaksei Severyn
West-of-N: Synthetic Preference Generation for Improved Reward Modeling. CoRR (2024)
Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adámek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn
Fast Text Generation with Text-Editing Models. KDD (2023)
Giorgos Vernikos, Arthur Brazinskas, Jakub Adámek, Jonathan Mallinson, Aliaksei Severyn, Eric Malmi
Small Language Models Improve Giants by Rewriting Their Outputs. CoRR (2023)
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adámek, Eric Malmi, Aliaksei Severyn
Teaching Small Language Models to Reason. ACL (2) (2023)
Jonathan Mallinson, Jakub Adámek, Eric Malmi, Aliaksei Severyn
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start. CoRR (2022)
Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adámek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn
Text Generation with Text-Editing Models. CoRR (2022)
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adámek, Eric Malmi, Aliaksei Severyn
Teaching Small Language Models to Reason. CoRR (2022)
Jonathan Mallinson, Jakub Adámek, Eric Malmi, Aliaksei Severyn
EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start. EMNLP (Findings) (2022)
Sachin Kumar, Eric Malmi, Aliaksei Severyn, Yulia Tsvetkov
Controlled Text Generation as Continuous Optimization with Multiple Constraints. CoRR (2021)
Sascha Rothe, Jonathan Mallinson, Eric Malmi, Sebastian Krause, Aliaksei Severyn
A Simple Recipe for Multilingual Grammatical Error Correction. ACL/IJCNLP (2) (2021)
Sascha Rothe, Jonathan Mallinson, Eric Malmi, Sebastian Krause, Aliaksei Severyn
A Simple Recipe for Multilingual Grammatical Error Correction. CoRR (2021)
Sachin Kumar, Eric Malmi, Aliaksei Severyn, Yulia Tsvetkov
Controlled Text Generation as Continuous Optimization with Multiple Constraints. NeurIPS (2021)
Nikola I. Nikolov, Eric Malmi, Curtis G. Northcutt, Loreto Parisi
Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders. INLG (2020)
Eric Malmi, Aliaksei Severyn, Sascha Rothe
Unsupervised Text Style Transfer with Padded Masked Language Models. EMNLP (1) (2020)
Nikola I. Nikolov, Eric Malmi, Curtis G. Northcutt, Loreto Parisi
Conditional Rap Lyrics Generation with Denoising Autoencoders. CoRR (2020)
Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart
Semantically Driven Sentence Fusion: Modeling and Evaluation. EMNLP (Findings) (2020)
Eric Malmi, Aliaksei Severyn, Sascha Rothe
Unsupervised Text Style Transfer with Padded Masked Language Models. CoRR (2020)
Jonathan Mallinson, Aliaksei Severyn, Eric Malmi, Guillermo Garrido
FELIX: Flexible Text Editing Through Tagging and Insertion. EMNLP (Findings) (2020)
Jonathan Mallinson, Aliaksei Severyn, Eric Malmi, Guillermo Garrido
Felix: Flexible Text Editing Through Tagging and Insertion. CoRR (2020)
Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart
Semantically Driven Sentence Fusion: Modeling and Evaluation. CoRR (2020)
Mor Geva, Eric Malmi, Idan Szpektor, Jonathan Berant
DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion. NAACL-HLT (1) (2019)
Eric Malmi, Sebastian Krause, Sascha Rothe, Daniil Mirylenka, Aliaksei Severyn
Encode, Tag, Realize: High-Precision Text Editing. CoRR (2019)
Mor Geva, Eric Malmi, Idan Szpektor, Jonathan Berant
DiscoFuse: A Large-Scale Dataset for Discourse-based Sentence Fusion. CoRR (2019)
Federica Calanca, Luiza Sayfullina, Lara Minkus, Claudia Wagner, Eric Malmi
Responsible team players wanted: an analysis of soft skill requirements in job advertisements. EPJ Data Sci. 8 (1) (2019)
Eric Malmi, Sebastian Krause, Sascha Rothe, Daniil Mirylenka, Aliaksei Severyn
Encode, Tag, Realize: High-Precision Text Editing. EMNLP/IJCNLP (1) (2019)
Luiza Sayfullina, Eric Malmi, Juho Kannala
Learning Representations for Soft Skill Matching. CoRR (2018)
Federica Calanca, Luiza Sayfullina, Lara Minkus, Claudia Wagner, Eric Malmi
Responsible team players wanted: an analysis of soft skill requirements in job advertisements. CoRR (2018)
Luiza Sayfullina, Eric Malmi, Juho Kannala
Learning Representations for Soft Skill Matching. AIST (2018)
Eric Malmi, Aristides Gionis, Arno Solin
Computationally Inferred Genealogical Networks Uncover Long-Term Trends in Assortative Mating. WWW (2018)
Eric Malmi, Daniele Pighin, Sebastian Krause, Mikhail Kozhevnikov
Automatic Prediction of Discourse Connectives. LREC (2018)
Eric Malmi, Aristides Gionis, Arno Solin
Computationally Inferred Genealogical Networks Uncover Long-Term Trends in Assortative Mating. CoRR (2018)
Eric Malmi, Sanjay Chawla, Aristides Gionis
Lagrangian relaxations for multiple network alignment. Data Min. Knowl. Discov. 31 (5) (2017)
Eric Malmi, Aristides Gionis, Evimaria Terzi
Active Network Alignment: A Matching-Based Approach. CIKM (2017)
Luiza Sayfullina, Eric Malmi, Yiping Liao, Alex Jung
Domain Adaptation for Resume Classification Using Convolutional Neural Networks. CoRR (2017)
Luiza Sayfullina, Eric Malmi, Yiping Liao, Alexander Jung
Domain Adaptation for Resume Classification Using Convolutional Neural Networks. AIST (2017)
Eric Malmi, Marko Rasa, Aristides Gionis
AncestryAI: A Tool for Exploring Computationally Inferred Family Trees. WWW (Companion Volume) (2017)
Eric Malmi, Daniele Pighin, Sebastian Krause, Mikhail Kozhevnikov
Automatic Prediction of Discourse Connectives. CoRR (2017)
Sebastian Krause, Mikhail Kozhevnikov, Eric Malmi, Daniele Pighin
Redundancy Localization for the Conversationalization of Unstructured Responses. SIGDIAL Conference (2017)
Eric Malmi, Pyry Takala, Hannu Toivonen, Tapani Raiko, Aristides Gionis
DopeLearning: A Computational Approach to Rap Lyrics Generation. KDD (2016)
Eric Malmi, Evimaria Terzi, Aristides Gionis
Active network alignment: a matching-based approach. CoRR (2016)
Eric Malmi, Ingmar Weber
You Are What Apps You Use: Demographic Prediction Based on User's Apps. CoRR (2016)
Eric Malmi, Ingmar Weber
You Are What Apps You Use: Demographic Prediction Based on User's Apps. ICWSM (2016)
Eric Malmi, Nikolaj Tatti, Aristides Gionis
Beyond rankings: comparing directed acyclic graphs. Data Min. Knowl. Discov. 29 (5) (2015)
Eric Malmi, Arno Solin, Aristides Gionis
The Blind Leading the Blind: Network-Based Location Estimation Under Uncertainty. ECML/PKDD (2) (2015)
Eric Malmi, Pyry Takala, Hannu Toivonen, Tapani Raiko, Aristides Gionis
DopeLearning: A Computational Approach to Rap Lyrics Generation. CoRR (2015)
Eric Malmi
Quality matters: usage-based app popularity prediction. UbiComp Adjunct (2014)
Eric Malmi, Trinh Minh Tri Do, Daniel Gatica-Perez
From Foursquare to My Square: Learning Check-in Behavior from Multiple Sources. ICWSM (2013)
Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela
Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. IDA (2012)
Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, Yoshikazu Nagai
Semi-supervised detection of collective anomalies with an application in high energy particle physics. IJCNN (2012)
Eric Malmi, Trinh Minh Tri Do, Daniel Gatica-Perez
Checking in or checked in: comparing large-scale manual and automatic location disclosure patterns. MUM (2012)
Petri Paju, Eric Malmi, Timo Honkela
Text Mining and Qualitative Analysis of an IT History Interview Collection. History of Nordic Computing (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eric Malmi