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On the Context-Free Ambiguity of Emoji: A Data-Driven Study of 1,289 Emojis

Jan 17, 2022
Justyna Czestochowska, Kristina Gligoric, Maxime Peyrard, Yann Mentha, Michal Bien, Andrea Grutter, Anita Auer, Aris Xanthos, Robert West

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Language-Agnostic Website Embedding and Classification

Jan 10, 2022
Sylvain Lugeon, Tiziano Piccardi, Robert West

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GenIE: Generative Information Extraction

Dec 15, 2021
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West

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Better than Average: Paired Evaluation of NLP Systems

Oct 20, 2021
Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West

* Published in ACL 2021 (long paper) 

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Invariant Language Modeling

Oct 16, 2021
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West

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Classifying Dyads for Militarized Conflict Analysis

Sep 27, 2021
Niklas Stoehr, Lucas Torroba Hennigen, Samin Ahbab, Robert West, Ryan Cotterell

* Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) 

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Laughing Heads: Can Transformers Detect What Makes a Sentence Funny?

May 19, 2021
Maxime Peyrard, Beatriz Borges, Kristina Gligorić, Robert West

* Published at IJCAI 2021 

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Low-rank Subspaces for Unsupervised Entity Linking

Apr 18, 2021
Akhil Arora, Alberto Garcia-Duran, Robert West

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Recursive input and state estimation: A general framework for learning from time series with missing data

Apr 17, 2021
Alberto García-Durán, Robert West

* Published at ICASSP 2021 

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Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information Diets

Apr 16, 2021
Roland Aydin, Lars Klein, Arnaud Miribel, Robert West

* Proceedings of The Web Conference 2020 

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Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study

Feb 17, 2021
Kristina Gligorić, Ryen W. White, Emre Kıcıman, Eric Horvitz, Arnaud Chiolero, Robert West

* Proc. ACM Hum.-Comput. Interact.5, CSCW1, Article 184 (April 2021) 

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Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation

Nov 10, 2020
Eda Bayram, Alberto Garcia-Duran, Robert West

* 7 pages 

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KLearn: Background Knowledge Inference from Summarization Data

Oct 13, 2020
Maxime Peyrard, Robert West

* Accepted at Findings of EMNLP 2020 

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Crosslingual Topic Modeling with WikiPDA

Sep 23, 2020
Tiziano Piccardi, Robert West

* 10 pages, first version 

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Adoption of Twitter's New Length Limit: Is 280 the New 140?

Sep 16, 2020
Kristina Gligorić, Ashton Anderson, Robert West

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On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation

May 08, 2020
Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger

* ACL2020 Camera Ready (v2: several small fixes, e.g., Unicode errors) 

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A Ladder of Causal Distances

May 05, 2020
Maxime Peyrard, Robert West

* 13 pages, 8 figures 

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Behavior Cloning in OpenAI using Case Based Reasoning

Feb 23, 2020
Chad Peters, Babak Esfandiari, Mohamad Zalat, Robert West

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Learning High Order Feature Interactions with Fine Control Kernels

Feb 09, 2020
Hristo Paskov, Alex Paskov, Robert West

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Robust Cross-lingual Embeddings from Parallel Sentences

Dec 28, 2019
Ali Sabet, Prakhar Gupta, Jean-Baptiste Cordonnier, Robert West, Martin Jaggi

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Deep Learning for Prostate Pathology

Oct 16, 2019
Okyaz Eminaga, Yuri Tolkach, Christian Kunder, Mahmood Abbas, Ryan Han, Rosalie Nolley, Axel Semjonow, Martin Boegemann, Sebastian Huss, Andreas Loening, Robert West, Geoffrey Sonn, Richard Fan, Olaf Bettendorf, James Brook, Daniel Rubin

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Privacy-Preserving Classification with Secret Vector Machines

Jul 08, 2019
Valentin Hartmann, Konark Modi, Josep M. Pujol, Robert West

* 10 pages, 7 figures 

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Privacy-Preserving Distributed Learning with Secret Gradient Descent

Jun 27, 2019
Valentin Hartmann, Robert West

* 13 pages, 1 figure 

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Crosslingual Document Embedding as Reduced-Rank Ridge Regression

Apr 08, 2019
Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West

* In The Twelfth ACM International Conference on Web Search and Data Mining (WSDM '19) 

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Expanding the Text Classification Toolbox with Cross-Lingual Embeddings

Mar 26, 2019
Meryem M'hamdi, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat

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Reverse-Engineering Satire, or "Paper on Computational Humor Accepted Despite Making Serious Advances"

Jan 10, 2019
Robert West, Eric Horvitz

* Proceedings of the 33rd AAAI Conference on Artificial Intelligence, 2019 

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Churn Intent Detection in Multilingual Chatbot Conversations and Social Media

Aug 25, 2018
Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat

* 10 pages 

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Quootstrap: Scalable Unsupervised Extraction of Quotation-Speaker Pairs from Large News Corpora via Bootstrapping

Apr 07, 2018
Dario Pavllo, Tiziano Piccardi, Robert West

* Accepted at the 12th International Conference on Web and Social Media (ICWSM), 2018 

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Exploiting Social Network Structure for Person-to-Person Sentiment Analysis

Sep 08, 2014
Robert West, Hristo S. Paskov, Jure Leskovec, Christopher Potts

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