Research Explorer

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Fréderic Godin

Prijzen & Erkenningen

29 Resultaten

2024

Resource-efficient data annotation and augmentation methods for conversational agents

Maarten De RaedtChris DevelderThomas DemeesterFréderic Godin

Revisiting clustering for efficient unsupervised dialogue structure induction

Maarten De RaedtFréderic GodinChris DevelderThomas Demeester

A1 Artikel in een tijdschrift in APPLIED INTELLIGENCE

2023

IDAS : intent discovery with abstractive summarization

Maarten De RaedtFréderic GodinThomas DemeesterChris Develder

Zero-shot cross-lingual sentiment classification under distribution shift : an exploratory study

Maarten De RaedtSemere Kiros BitewFréderic GodinThomas DemeesterChris Develder

2022

Robustifying sentiment classification by maximally exploiting few counterfactuals

Maarten De RaedtFréderic GodinChris DevelderThomas Demeester

2019

Learning when not to answer : a ternary reward structure for reinforcement learning based question answering

Fréderic GodinAnjishnu KumarArpit Mittal

Verbetering en interpretatie van neurale netwerken voor voorspellingsopdrachten op woordniveau in natuurlijketaalverwerking

Fréderic GodinWesley De NeveJoni Dambre

2018

Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks

Fréderic GodinJonas DegraveJoni DambreWesley De Neve

A1 Artikel in een tijdschrift in PATTERN RECOGNITION LETTERS

Explaining character-aware neural networks for word-level prediction : do they discover linguistic rules?

Fréderic GodinKris DemuynckJoni DambreWesley De NeveThomas Demeester

Predefined sparseness in recurrent sequence model

Thomas DemeesterJohannes DeleuFréderic GodinChris Develder

SpliceRover : interpretable convolutional neural networks for improved splice site prediction

Jasper ZuallaertFréderic GodinMi Jung KimArne SoeteYvan SaeysWesley De Neve

A1 Artikel in een tijdschrift in BIOINFORMATICS

2017

Improving language modeling using densely connected recurrent neural networks

Fréderic GodinJoni DambreWesley De Neve

2016

A distance-based approach for semantic dissimilarity in knowledge graphs

Tom De NiesChristian BeecksFréderic GodinWesley De NeveGrzegorz StepienDörthe ArndtLaurens De VochtRuben VerborghThomas SeidlErik Mannens et al.

Normalized semantic web distance

Tom De NiesChristian BeecksFréderic GodinWesley De NeveGrzegorz StepienDörthe ArndtLaurens De VochtRuben VerborghThomas SeidlErik Mannens et al.

2015

Character-level modelling of noisy microposts

Fréderic GodinWesley De NeveRik Van de Walle

How can Twitter data and viewing rates enrich one another? A conceptual and empirical comparison between viewing rates and Twitter data for TV audience research

Evelien D'heerFréderic GodinTom EvensWesley De NevePieter VerdegemRik Van de Walle

Multimedia lab @ ACL W-NUT NER sharedtask: named entity recognition for Twitter microposts using distributed word representations

Fréderic GodinBaptist VandersmissenWesley De NeveRik Van de Walle

Part-of-speech tagging of Twitter microposts only using distributed word representations and a neural network

Fréderic GodinWesley De NeveRik Van de Walle

2014

Alleviating manual feature engineering for part-of-speech tagging of Twitter microposts using distributed word representations

Fréderic GodinBaptist VandersmissenAzarakhsh JalalvandWesley De NeveRik Van de Walle

Beating the bookmakers: leveraging statistics and Twitter microposts for predicting soccer results

Fréderic GodinJasper ZuallaertBaptist VandersmissenWesley De NeveRik Van de Walle

Ghent University-iMinds at MediaEval 2014 diverse images: adaptive clustering with deep features

Baptist VandersmissenAbhineshwar TomarFréderic GodinWesley De NeveRik Van de Walle

The normalized freebase distance

Fréderic GodinTom De NiesChristian BeecksLaurens De VochtWesley De NeveErik MannensThomas SeidlRik Van de Walle

The rise of mobile and social short-form video: an in-depth measurement study of vine

Baptist VandersmissenFréderic GodinAbhineshwar TomarWesley De NeveRik Van de Walle

Towards Twitter Hashtag recommendation using distributed word representations and a deep feed forward neural network

Abhineshwar TomarFréderic GodinBaptist VandersmissenWesley De NeveRik Van de Walle

2013

Ghent University-iMinds at mediaEval 2013 diverse images: relevance-based hierarchical clustering

Baptist VandersmissenAbhineshwar TomarFréderic GodinWesley De NeveRik Van de Walle

Leveraging existing tools for named entity recognition in microposts

Fréderic GodinPedro DebevereErik MannensWesley De NeveRik Van de Walle

Towards automatic assessment of the social media impact of news content

Tom De NiesGerald HaesendonckFréderic GodinWesley De NeveErik MannensRik Van de Walle

Towards fusion of collective knowledge and audio-visual content features for annotating broadcast video

Fréderic GodinWesley De NeveRik Van de Walle

Using topic models for Twitter hashtag recommendation

Fréderic GodinViktor SlavkovikjWesley De NeveBenjamin SchrauwenRik Van de Walle