50 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- École PolytechniqueFR6 papers
- Laboratoire d'Informatique de l'École PolytechniqueFR4 papers
- Athens University of Economics and BusinessGR3 papers
- Institut de Recherche en Informatique de ToulouseFR2 papers
- Mohamed bin Zayed University of Artificial IntelligenceAE2 papers
- Centre de Génie Industriel1 paper
- Indian Statistical InstituteIN1 paper
- Institut National Universitaire Jean-François ChampollionFR1 paper
- Institut Polytechnique de BordeauxFR1 paper
- Laboratoire d'Analyse et d'Architecture des SystèmesFR1 paper
- Mathematics Research CenterMX1 paper
- Télécom ParisFR1 paper
8 papers
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?
Soumadeep Saha, Akshay Chaturvedi, Saptarshi Saha +2
Chain-of-thought (CoT) traces have been shown to improve performance of large language models on a plethora of reasoning tasks, yet there is no consensus on the mechanism by which…
Leveraging Discourse Structure for Extractive Meeting Summarization
Virgile Rennard, Guokan Shang, Michalis Vazirgiannis +1
We introduce an extractive summarization system for meetings that leverages discourse structure to better identify salient information from complex multi-party discussions. Using d…
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text
Yanzhu Guo, Guokan Shang, Michalis Vazirgiannis +1
This study investigates the consequences of training language models on synthetic data generated by their predecessors, an increasingly prevalent practice given the prominence of p…
Speaker-change Aware CRF for Dialogue Act Classification
Guokan Shang, Antoine Jean-Pierre Tixier, Michalis Vazirgiannis +1
Recent work in Dialogue Act (DA) classification approaches the task as a sequence labeling problem, using neural network models coupled with a Conditional Random Field (CRF) as the…
LinTO : Assistant vocal open-source respectueux des données personnelles pour les réunions d'entreprise
Jean-Pierre Lorré, Isabelle Ferrané, Francisco Madrigal +2
This paper presents the first results of the PIA "Grands Défis du Numérique" research project LinTO. The goal of this project is to develop a conversational assistant to help the c…
Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding
Guokan Shang, Antoine Jean-Pierre Tixier, Michalis Vazirgiannis +1
Abstractive community detection is an important spoken language understanding task, whose goal is to group utterances in a conversation according to whether they can be jointly sum…
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization
Guokan Shang, Wensi Ding, Zekun Zhang +4
We introduce a novel graph-based framework for abstractive meeting speech summarization that is fully unsupervised and does not rely on any annotations. Our work combines the stren…
Supporting interoperability of collaborative networks through engineering of a service-based Mediation Information System (MISE 2.0)
Frederick Benaben, Wenxin Mu, Nicolas Boissel-Dallier +3
The Mediation Information System Engineering project is currently finishing its second iteration (MISE 2.0). The main objective of this scientific project is to provide any emergin…