Université d'Avignon et des Pays de Vaucluse

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The official website of the University of Avignon and the Pays de Vaucluse. Presentation of the University of Avignon and the Pays de Vaucluse, multidisciplinary university, on a human scale, with an international focus.

Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition

Recently, the connectionist temporal classification (CTC) model coupled ...
06/20/2018 ∙ by Titouan Parcollet, et al. ∙ 2 ∙ share

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Artex is AnotheR TEXt summarizer

This paper describes Artex, another algorithm for Automatic Text Summari...
10/11/2012 ∙ by Juan-Manuel Torres-Moreno, et al. ∙ 0 ∙ share

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Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF

Sentence representation at the semantic level is a challenging task for ...
10/17/2017 ∙ by Ignacio Arroyo-Fernández, et al. ∙ 0 ∙ share

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Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan

At present, automatic discourse analysis is a relevant research topic in...
03/11/2017 ∙ by Iria da Cunha, et al. ∙ 0 ∙ share

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A German Corpus for Text Similarity Detection Tasks

Text similarity detection aims at measuring the degree of similarity bet...
03/11/2017 ∙ by Juan-Manuel Torres-Moreno, et al. ∙ 0 ∙ share

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Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14

This year, the DEFT campaign (Défi Fouilles de Textes) incorporates a ta...
02/21/2017 ∙ by Luis Adrián Cabrera-Diego, et al. ∙ 0 ∙ share

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Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization

In this paper we describe a dynamic normalization process applied to soc...
02/21/2017 ∙ by Carlos-Emiliano González-Gallardo, et al. ∙ 0 ∙ share

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Learning to retrieve out-of-vocabulary words in speech recognition

Many Proper Names (PNs) are Out-Of-Vocabulary (OOV) words for speech rec...
11/17/2015 ∙ by Imran Sheikh, et al. ∙ 0 ∙ share

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A Review of Features for the Discrimination of Twitter Users: Application to the Prediction of Offline Influence

Many works related to Twitter aim at characterizing its users in some wa...
09/22/2015 ∙ by Jean-Valère Cossu, et al. ∙ 0 ∙ share

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Optimisation using Natural Language Processing: Personalized Tour Recommendation for Museums

This paper proposes a new method to provide personalized tour recommenda...
01/06/2015 ∙ by Mayeul Mathias, et al. ∙ 0 ∙ share

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Designing virus-resistant, high-performance networks: a game-formation approach

Designing an optimal network topology while balancing multiple, possibly...
08/19/2017 ∙ by Stojan Trajanovski, et al. ∙ 0 ∙ share

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Signed Graph Analysis for the Interpretation of Voting Behavior

In a signed graph, each link is labeled with either a positive or a nega...
12/29/2017 ∙ by Nejat Arinik, et al. ∙ 0 ∙ share

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Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks

In this work we tackle the problem of sentence boundary detection applie...
02/13/2018 ∙ by Carlos-Emiliano González-Gallardo, et al. ∙ 0 ∙ share

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Quaternion Recurrent Neural Networks

Recurrent neural networks (RNNs) are powerful architectures to model seq...
06/12/2018 ∙ by Titouan Parcollet, et al. ∙ 0 ∙ share

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WiSeBE: Window-based Sentence Boundary Evaluation

Sentence Boundary Detection (SBD) has been a major research topic since ...
08/27/2018 ∙ by Carlos-Emiliano González-Gallardo, et al. ∙ 0 ∙ share

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Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique

In this paper we propose a new approach to evaluate the informativeness ...
09/04/2018 ∙ by Carlos-Emiliano González-Gallardo, et al. ∙ 0 ∙ share

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Predicting the Semantic Textual Similarity with Siamese CNN and LSTM

Semantic Textual Similarity (STS) is the basis of many applications in N...
10/24/2018 ∙ by Elvys Linhares Pontes, et al. ∙ 0 ∙ share

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A Multilingual Study of Compressive Cross-Language Text Summarization

Cross-Language Text Summarization (CLTS) generates summaries in a langua...
10/24/2018 ∙ by Elvys Linhares Pontes, et al. ∙ 0 ∙ share

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Speech recognition with quaternion neural networks

Neural network architectures are at the core of powerful automatic speec...
11/21/2018 ∙ by Titouan Parcollet, et al. ∙ 0 ∙ share

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Multiple topic identification in human/human conversations

The paper deals with the automatic analysis of real-life telephone conve...
12/18/2018 ∙ by X. Bost, et al. ∙ 0 ∙ share

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Multiple topic identification in telephone conversations

This paper deals with the automatic analysis of conversations between a ...
12/21/2018 ∙ by Xavier Bost, et al. ∙ 0 ∙ share

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Revenue maximization with access and information pricing schemes in a partially-observable queueing game

Today's queueing network systems are more rapidly evolving and more comp...
01/10/2019 ∙ by Tesnim Naceur, et al. ∙ 0 ∙ share

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Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005)

We present a set of probabilistic models applied to binary classificatio...
03/11/2019 ∙ by Marc El-Bèze, et al. ∙ 0 ∙ share

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M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding

Deep learning is at the core of recent spoken language understanding (SL...
04/13/2019 ∙ by Titouan Parcollet, et al. ∙ 0 ∙ share

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Speaker Anonymization Using X-vector and Neural Waveform Models

The social media revolution has produced a plethora of web services to w...
05/30/2019 ∙ by Fuming Fang, et al. ∙ 0 ∙ share

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Revenue Sharing in the Internet: A Moral Hazard Approach and a Net-neutrality Perspective

Revenue sharing contracts between Content Providers (CPs) and Internet S...
08/26/2019 ∙ by Fehmina Malik, et al. ∙ 0 ∙ share

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Recent Advances in End-to-End Spoken Language Understanding

This work investigates spoken language understanding (SLU) systems in th...
09/29/2019 ∙ by Natalia Tomashenko, et al. ∙ 0 ∙ share

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A spatio-temporal multi-scale model for Geyer saturation point process: application to forest fire occurrences

Since most natural phenomena exhibit dependence at multiple scales (e.g....
11/16/2019 ∙ by Morteza Raeisi, et al. ∙ 0 ∙ share

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RIMAX: Ranking Semantic Rhymes by calculating Definition Similarity

This paper presents RIMAX, a new system for detecting semantic rhymes, u...
12/19/2019 ∙ by Alfonso Medina-Urrea, et al. ∙ 0 ∙ share

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Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish

Semantic neologisms (SN) are defined as words that acquire a new word me...
01/12/2020 ∙ by Andrés Torres-Rivera, et al. ∙ 0 ∙ share

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Audio Summarization with Audio Features and Probability Distribution Divergence

The automatic summarization of multimedia sources is an important task t...
01/20/2020 ∙ by Carlos-Emiliano González-Gallardo, et al. ∙ 0 ∙ share

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Predicting Personalized Academic and Career Roads: First Steps Toward a Multi-Uses Recommender System

Nobody knows what one's do in the future and everyone will have had a di...
01/03/2020 ∙ by Alexandre Nadjem, et al. ∙ 0 ∙ share

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Intweetive Text Summarization

The amount of user generated contents from various social medias allows ...
01/16/2020 ∙ by Jean-Valère Cossu, et al. ∙ 0 ∙ share

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Coupled Charging-and-Driving Incentives Design for Electric Vehicles in Urban Networks

Electric Vehicles (EV) impact urban networks both when driving (e.g., no...
01/31/2020 ∙ by Benoît Sohet, et al. ∙ 0 ∙ share

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Automatic Discourse Segmentation: an evaluation in French

In this article, we describe some discursive segmentation methods as wel...
02/10/2020 ∙ by Rémy Saksik, et al. ∙ 0 ∙ share

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Serial Speakers: a Dataset of TV Series

For over a decade, TV series have been drawing increasing interest, both...
02/17/2020 ∙ by Xavier Bost, et al. ∙ 0 ∙ share

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On spatial and spatio-temporal multi-structure point process models

Spatial and spatio-temporal single-structure point process models are wi...
03/04/2020 ∙ by Morteza Raeisi, et al. ∙ 0 ∙ share

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WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection

With the spread of online social networks, it is more and more difficult...
03/13/2020 ∙ by Noé Cecillon, et al. ∙ 0 ∙ share

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Remembering Winter Was Coming: Character-Oriented Video Summaries of TV Series

Today's popular TV series tend to develop continuous, complex plots span...
09/05/2019 ∙ by Xavier Bost, et al. ∙ 0 ∙ share

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Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)

Standard informativeness measures used to evaluate Automatic Text Summar...
04/14/2020 ∙ by Carlos-Emiliano González-Gallardo, et al. ∙ 0 ∙ share

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LiSSS: A toy corpus of Literary Spanish Sentences Sentiment for Emotions Detection

In this work we present a new and small corpus in the area of Computatio...
05/17/2020 ∙ by Juan-Manuel Torres-Moreno, et al. ∙ 0 ∙ share

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LiSSS: A toy corpus of Spanish Literary Sentences for Emotions detection

In this work we present a new small data-set in Computational Creativity...
05/17/2020 ∙ by Juan-Manuel Torres-Moreno, et al. ∙ 0 ∙ share

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Delay and Price Differentiation in Cloud Computing: A Service Model, Supporting Architectures, and Performance

Many cloud service providers (CSPs) provide on-demand service at a price...
07/30/2020 ∙ by Xiaohu Wu, et al. ∙ 0 ∙ share

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Université d'Avignon et des Pays de Vaucluse

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