Publications

2020

Thibault Sellam, Dipanjan Das, Ankur P Parikh
BLEURT: Learning Robust Metrics for Text Generation, ACL 2020 [pdf]

Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh
Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task, Conference on Machine Translation (WMT) 2020 [pdf]

Xavier Garcia, Pierre Foret, Thibault Sellam, Ankur P Parikh
A Multilingual View of Unsupervised Machine Translation, Findings of EMNLP 2020 [pdf]

2019

Ran Tian, Shashi Narayan, Thibault Sellam and Ankur P. Parikh
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation, ArXiv [pdf]

Qianrui Zhang, Haoci Zhang, Thibault Sellam, Eugene Wu
Mining Precision Interfaces from Query Logs, SIGMOD 2019 [pdf]

Thibault Sellam, Kevin Lin, Ian Yiran Huang, Michelle Yang, Carl Vondrick, Eugene Wu
DeepBase: Deep Inspection of Neural Networks, SIGMOD 2019 [pdf]

2018

Yiru Chen, Yiliang Chi, Boyuan Chen, Thibault Sellam, Carl Vondrick, Eugene Wu
Deep Neural Inspection Using DeepBase, Systems for ML@NeurIPS 2018 [pdf]

Thibault Sellam, Kevin Lin, Ian Yiran Huang, Carl Vondrick, Eugene Wu
I Like the Way You Think! - Inspecting the Internal Logic of Recurrent Neural Networks, SysML 2018 [pdf]

Omar Alonso and Thibault Sellam
Quantitative Information Extraction From Social Data, SIGIR 2018 (short) [pdf]

Haoci Zhang, Viraj Rai, Thibault Sellam, Eugene Wu
Precision Interfaces for Different Modalities, SIGMOD 2018 (demo)

2017

Haoci Zhang, Thibault Sellam, Eugene Wu
Mining Precision Interfaces From Query Logs, arXiv [pdf]

Haoci Zhang, Thibault Sellam, Eugene Wu
Precision Interfaces, HILDA@SIGMOD 2017 [pdf]

Eugene Wu, Fotis Psallidas, Zhengjie Miao, Haoci Zhang, Laura Rettig, Thibault Sellam
Combining Design and Performance in a Data Visualization Management System, CIDR 2017 [pdf]

2016

Thibault Sellam, Martin Hentschel, Vasilis Kandylas, Omar Alonso
e#: Sharper Expertise Detection from Microblogs, EDBT 2016 [pdf]

Thibault Sellam, Martin Kersten
Fast, Explainable View Detection to Characterize Exploration Queries, SSDBM 2016 [pdf]

Thibault Sellam, Martin Kersten
80 New Packages to Mine Database Query Logs, arXiv [pdf]

Thibault Sellam, Martin Kersten
Have a Chat with Clustine, Conversational Engine to Query Large Tables, HILDA@SIGMOD 2016 [pdf]

Thibault Sellam, Martin Kersten
Ziggy: Characterizing Query Results for Data Explorers, VLDB 2016 (demo)

Thibault Sellam, Robin Cijvat, Richard Koopmanschap, Martin Kersten
Blaeu: Mapping and Navigating Large Tables with Cluster Analysis, VLDB 2016 (demo)

2015 and before

Thibault Sellam, Martin Kersten
Cluster-Driven Navigation of the Query Space, IEEE TKDE 2015

Thibault Sellam, Omar Alonso
Raimond: Quantitative Data Extraction from Twitter to Describe Events, ICWE 2015

Thibault Sellam, Emmanuel Müller, Martin Kersten
Semi-Automated Exploration of Data Warehouse, ACM CIKM 2015

Thibault Sellam, Martin Kersten
Meet Charles, Big Data Query Advisor, CIDR 2013

Thibault Sellam
Fast Cartography for Data Explorers, PhD workshop@VLDB 2013

Holger Pirk, Thibault Sellam, Stefan Manegold, Martin Kersten
X-device query processing by bitwise distribution, DaMoN@SIGMOD 2012

Konrad Bösche, Thibault Sellam, Holger Pirk, René Beier, Peter Mieth, Stefan Manegold
Scalable Generation of Synthetic GPS Traces with Real-Life Data Characteristics, TPCTC@VLDB 2012

Patents

Thibault Sellam and Omar Alonso (Microsoft)
Extraction of Quantitative Data from Online Content, US 20160203225

Omar Alonso, Martin Hentschel and Vasileios Kandylas and Thibault Sellam (Microsoft)
Expert Detection in Social Networks, US 20170249388