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Publication search results
found 123 matches
- 2024
- Enzo Terreau, Julien Velcin:
Building Brownian Bridges to Learn Dynamic Author Representations from Texts. IDA (1) 2024: 230-241 - Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin:
When Quantization Affects Confidence of Large Language Models? NAACL-HLT (Findings) 2024: 1918-1928 - Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi:
An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms. SDM 2024: 46-54 - Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin:
When Quantization Affects Confidence of Large Language Models? CoRR abs/2405.00632 (2024) - Enzo Terreau, Antoine Gourru, Julien Velcin:
Capturing Style in Author and Document Representation. CoRR abs/2407.13358 (2024) - 2023
- Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Multivariate Powered Dirichlet-Hawkes Process. ECIR (2) 2023: 47-61 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks. ECIR (2) 2023: 562-570 - Irina Proskurina, Guillaume Metzler, Julien Velcin:
The Other Side of Compression: Measuring Bias in Pruned Transformers. IDA 2023: 366-378 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Dirichlet Process - Controlling the "Rich-Get-Richer" Assumption in Bayesian Clustering. ECML/PKDD (1) 2023: 611-626 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks. SIGIR 2023: 1569-1577 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks. CoRR abs/2304.05894 (2023) - Irina Proskurina, Guillaume Metzler, Julien Velcin:
Mini Minds: Exploring Bebeshka and Zlata Baby Models. CoRR abs/2311.03216 (2023) - 2022
- Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Dirichlet-Hawkes process: challenging textual clustering using a flexible temporal prior. Knowl. Inf. Syst. 64(11): 2921-2944 (2022) - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Properties of Reddit News Topical Interactions. COMPLEX NETWORKS (1) 2022: 16-28 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes. EGC 2022: 323-330 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Serialized Interacting Mixed Membership Stochastic Block Model. ICDM 2022: 1143-1148 - Antoine Gourru, Julien Velcin, Christophe Gravier, Julien Jacques:
Dynamic Gaussian Embedding of Authors. WWW 2022: 2109-2119 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes. CoRR abs/2201.12568 (2022) - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Interactions in Information Spread. CoRR abs/2204.10165 (2022) - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Serialized Interacting Mixed Membership Stochastic Block Model. CoRR abs/2209.07813 (2022) - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Properties of Reddit News Topical Interactions. CoRR abs/2209.07816 (2022) - Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi:
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms. CoRR abs/2209.09670 (2022) - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Multivariate Powered Dirichlet Hawkes Process. CoRR abs/2212.05995 (2022) - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks. CoRR abs/2212.05996 (2022) - 2021
- Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
Change detection in textual classification with unexpected dynamics. Expert Syst. Appl. 176: 114831 (2021) - Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard:
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP (1) 2021: 994-1003 - Enzo Terreau, Antoine Gourru, Julien Velcin:
Writing Style Author Embedding Evaluation. Eval4NLP 2021: 84-93 - Antoine Gourru, Rohit Yadav, Julien Velcin:
Apprentissage Conjoint de Représentations d'Auteurs et de Documents. EGC 2021: 11-23 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Hawkes-Dirichlet Process: Challenging Textual Clustering using a Flexible Temporal Prior. ICDM 2021: 509-518 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Information Interaction Profile of Choice Adoption. ECML/PKDD (3) 2021: 103-118
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