Search Results - "Gravier, Christophe"

Guest Editorial: The Many Facets of Remote Laboratories in Online Engineering Education by Auer, Michael E., Gravier, Christophe

“…The nine papers in this special issue focus on the many facets of remote laboratories in online engineering education…”
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Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples by Vougiouklis, Pavlos, Elsahar, Hady, Kaffee, Lucie-Aimée, Gravier, Christophe, Laforest, Frédérique, Hare, Jonathon, Simperl, Elena

“…Most people need textual or visual interfaces in order to make sense of Semantic Web data. In this paper, we investigate the problem of generating natural…”
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Context Awareness as a Service for Cloud Resource Optimization by Gravier, Christophe, Subercaze, Julien, Najjar, Amro, Laforest, Frederique, Serpaggi, Xavier, Boissier, Olivier

“…Cloud computing architectures involve different actors that can be divided into four categories: infrastructure- and platform-as-a-service providers, PaaS…”
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Smart places: Multi-agent based smart mobile virtual community management system by Fahad, Muhammad, Boissier, Olivier, Maret, Pierre, Moalla, Nejib, Gravier, Christophe

“…Now-a-days advances in mobile device technology aim to build complex computational systems providing a maximum level of flexibility, decentralization, simplest…”
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Adaptive System for Collaborative Online Laboratories by Gravier, C., Fayolle, J., Lardon, J., O'Connor, M. J.

“…Group activities are important aspects of the traditional laboratory experience. A framework using Semantic Web technologies supports collaborative strategies…”
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Quality of Experience, a Very Personal Experience by Lavignotte, Antoine, Gravier, Christophe, Subercaze, Julien, Fayolle, Jacques

“…At the Pervasive Computing area, end users expect to receive a multimedia service with an acceptable quality, anytime, and anywhere. Measuring this…”
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QAnswer: Towards Question Answering Search over Websites by Guo, Kunpeng, Defretiere, Clement, Diefenbach, Dennis, Gravier, Christophe, Gourru, Antoine

“…Question Answering (QA) is increasingly used by search engines to provide results to their end-users, yet very few websites currently use QA technologies for…”
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Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints by Guo, Kunpeng, Diefenbach, Dennis, Gourru, Antoine, Gravier, Christophe

“…The progress introduced by pre-trained language models and their fine-tuning has resulted in significant improvements in most downstream NLP tasks. The…”
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Wikidata as a seed for Web Extraction by Guo, Kunpeng, Diefenbach, Dennis, Gourru, Antoine, Gravier, Christophe

“…Wikidata has grown to a knowledge graph with an impressive size. To date, it contains more than 17 billion triples collecting information about people, places,…”
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An investigation of structures responsible for gender bias in BERT and DistilBERT by Leteno, Thibaud, Gourru, Antoine, Laclau, Charlotte, Gravier, Christophe

“…21st International Symposium on Intelligent Data Analysis, IDA 2023 In recent years, large Transformer-based Pre-trained Language Models (PLM) have changed the…”
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Fair Text Classification with Wasserstein Independence by Leteno, Thibaud, Gourru, Antoine, Laclau, Charlotte, Emonet, Rémi, Gravier, Christophe

“…Group fairness is a central research topic in text classification, where reaching fair treatment between sensitive groups (e.g. women vs. men) remains an open…”
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Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints by Guo, Kunpeng, Diefenbach, Dennis, Gourru, Antoine, Gravier, Christophe

“…The progress introduced by pre-trained language models and their fine-tuning has resulted in significant improvements in most downstream NLP tasks. The…”
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ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning by Dopierre, Thomas, Gravier, Christophe, Logerais, Wilfried

“…Recent research considers few-shot intent detection as a meta-learning problem: the model is learning to learn from a consecutive set of small tasks named…”
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A hashtags dictionary from crowdsourced definitions by Ghenname, Merieme, Subercaze, Julien, Gravier, Christophe, Laforest, Frederique, Abik, Mounia, Ajhoun, Rachida

“…Hashtags are user-defined terms used on the Web to tag messages like microposts, as featured on Twitter. Because a hashtag is a textual word, its…”
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A Neural Few-Shot Text Classification Reality Check by Dopierre, Thomas, Gravier, Christophe, Logerais, Wilfried

“…Modern classification models tend to struggle when the amount of annotated data is scarce. To overcome this issue, several neural few-shot classification…”
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Near-lossless Binarization of Word Embeddings by Tissier, Julien, Gravier, Christophe, Habrard, Amaury

“…Word embeddings are commonly used as a starting point in many NLP models to achieve state-of-the-art performances. However, with a large vocabulary and many…”
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About the reusable software remote laboratories have in common by Gravier, Christophe, Fayolle, Jacques, Lardon, Jeremy, Bayard, Bernard

“…In this paper, we present a new device brought online thanks to our Collaborative Remote Laboratories framework. Whereas previous devices integrated in our…”
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FoP: Never-Ending Learner for Multimedia Knowledge Extraction by Subercaze, Julien, Gravier, Christophe

“…In this paper we present our system Faces of Politics (henceforth FoP), that is able to continuously learn multimedia knowledge of Web multimedia resources…”
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Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types by Elsahar, Hady, Gravier, Christophe, Laforest, Frederique

“…We present a neural model for question generation from knowledge base triples in a "Zero-Shot" setup, that is generating questions for triples containing…”
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Multi-agent Systems for Personalized QoE-Management by Najjar, Amro, Serpaggi, Xavier, Gravier, Christophe, Boissier, Olivier

“…User satisfaction is becoming a key factor to secure the success of any online service. Quality of Experience is a subjective measure of the service quality as…”
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