Search Results - "Foroutan, Negar"

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  1. 1
  2. 2

    Discovering the Hidden Structure of a Social Network: A Semi Supervised Approach by Foroutan, Negar, Hamzeh, Ali

    “…Contagions such as information, rumors, infectious diseases, actions, and influence diffuse as cascades in large networks. Each contagion appears in some node…”
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    Journal Article
  3. 3

    How Do Multilingual Models Remember? Investigating Multilingual Factual Recall Mechanisms by Fierro, Constanza, Foroutan, Negar, Elliott, Desmond, Søgaard, Anders

    Published 18-10-2024
    “…Large Language Models (LLMs) store and retrieve vast amounts of factual knowledge acquired during pre-training. Prior research has localized and identified…”
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    Journal Article
  4. 4

    Sparse Communication for Training Deep Networks by Eghlidi, Negar Foroutan, Jaggi, Martin

    Published 19-09-2020
    “…Synchronous stochastic gradient descent (SGD) is the most common method used for distributed training of deep learning models. In this algorithm, each worker…”
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    Journal Article
  5. 5

    Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention by Foroutan, Negar, Banaei, Mohammadreza, Aberer, Karl, Bosselut, Antoine

    Published 23-10-2023
    “…In this work, we study whether multilingual language models (MultiLMs) can transfer logical reasoning abilities to other languages when they are fine-tuned for…”
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    Journal Article
  6. 6

    Discovering Knowledge-Critical Subnetworks in Pretrained Language Models by Bayazit, Deniz, Foroutan, Negar, Chen, Zeming, Weiss, Gail, Bosselut, Antoine

    Published 04-10-2023
    “…Pretrained language models (LMs) encode implicit representations of knowledge in their parameters. However, localizing these representations and disentangling…”
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    Journal Article
  7. 7

    Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages by Karoui, Yasmine, Lebret, Rémi, Foroutan, Negar, Aberer, Karl

    Published 29-06-2023
    “…Vision-Language Pre-training (VLP) has advanced the performance of many vision-language tasks, such as image-text retrieval, visual entailment, and visual…”
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    Journal Article
  8. 8

    Discovering Language-neutral Sub-networks in Multilingual Language Models by Foroutan, Negar, Banaei, Mohammadreza, Lebret, Remi, Bosselut, Antoine, Aberer, Karl

    Published 25-05-2022
    “…Multilingual pre-trained language models transfer remarkably well on cross-lingual downstream tasks. However, the extent to which they learn language-neutral…”
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    Journal Article
  9. 9

    Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants by Borges, Beatriz, Foroutan, Negar, Bayazit, Deniz, Sotnikova, Anna, Montariol, Syrielle, Nazaretzky, Tanya, Banaei, Mohammadreza, Sakhaeirad, Alireza, Servant, Philippe, Neshaei, Seyed Parsa, Frej, Jibril, Romanou, Angelika, Weiss, Gail, Mamooler, Sepideh, Chen, Zeming, Fan, Simin, Gao, Silin, Ismayilzada, Mete, Paul, Debjit, Schöpfer, Alexandre, Janchevski, Andrej, Tiede, Anja, Linden, Clarence, Troiani, Emanuele, Salvi, Francesco, Behrens, Freya, Orsi, Giacomo, Piccioli, Giovanni, Sevel, Hadrien, Coulon, Louis, Pineros-Rodriguez, Manuela, Bonnassies, Marin, Hellich, Pierre, van Gerwen, Puck, Gambhir, Sankalp, Pirelli, Solal, Blanchard, Thomas, Callens, Timothée, Aoun, Toni Abi, Alonso, Yannick Calvino, Cho, Yuri, Chiappa, Alberto, Sclocchi, Antonio, Bruno, Étienne, Hofhammer, Florian, Pescia, Gabriel, Rizk, Geovani, Dadi, Leello, Stoffl, Lucas, Ribeiro, Manoel Horta, Bovel, Matthieu, Pan, Yueyang, Radenovic, Aleksandra, Alahi, Alexandre, Mathis, Alexander, Bitbol, Anne-Florence, Faltings, Boi, Hébert, Cécile, Tuia, Devis, Maréchal, François, Candea, George, Carleo, Giuseppe, Chappelier, Jean-Cédric, Flammarion, Nicolas, Fürbringer, Jean-Marie, Pellet, Jean-Philippe, Aberer, Karl, Zdeborová, Lenka, Salathé, Marcel, Jaggi, Martin, Rajman, Martin, Payer, Mathias, Wyart, Matthieu, Gastpar, Michael, Ceriotti, Michele, Svensson, Ola, Lévêque, Olivier, Ienne, Paolo, Guerraoui, Rachid, West, Robert, Kashyap, Sanidhya, Piazza, Valerio, Simanis, Viesturs, Kuncak, Viktor, Cevher, Volkan, Schwaller, Philippe, Friedli, Sacha, Jermann, Patrick, Kaser, Tanja, Bosselut, Antoine

    Published 07-08-2024
    “…AI assistants are being increasingly used by students enrolled in higher education institutions. While these tools provide opportunities for improved teaching…”
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    Journal Article
  10. 10

    Team formation in social networks based on local distance metric by Ashenagar, Bahareh, Eghlidi, Negar Foroutan, Afshar, Ardavan, Hamzeh, Ali

    “…The tremendous growth of social networking in last decades has resulted in an extensive research into this area. Social network users are enabled to easily…”
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    Conference Proceeding
  11. 11

    A lightweight method to investigate unknown social network structure by Eghlidi, Negar Foroutan, Afshar, Ardavan, Ashenagar, Bahareh, Hamzeh, Ali

    “…Information, rumors, infectious diseases, actions and influence propagate and diffuse through networks as probabilistic processes. Each piece of information…”
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    Conference Proceeding
  12. 12

    A fast approach for multi-objective team formation in social networks by Ashenagar, Bahareh, Hamzeh, Ali, Eghlidi, Negar Foroutan, Afshar, Ardavan

    “…In recent years, the growth and popularity of social networks have created a new world of collaboration and communication. Team formation is a new research…”
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    Conference Proceeding Journal Article
  13. 13

    Using local utility maximization to detect social networks communities by Afshar, Ardavan, Ashenagar, Bahareh, Eghlidi, Negar Foroutan, Jahromi, Mansour Zolghadri, Hamzeh, Ali

    “…Community detection has recently turned to be one of the most popular research topics in social networks analysis. Majority of community detection methods…”
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    Conference Proceeding