Accueil
Équipe
Publications
Évènements
Blog
Carrières
Nous joindre
Français
Français
English
ServiceNow
ServiceNow IA recherche
Tags
Agents
ServiceNow IA recherche
Agents
Efficient Dynamics Modeling in Interactive Environments with Koopman Theory
The accurate modeling of dynamics in interactive environments is critical for successful long-range prediction. Such a capability could …
Arnab Mondal
,
Siba Smarak Panigrahi
,
Siamak Ravanbakhsh
,
Sai Rajeswar Mudumba
International Conference of Learning Representations (ICLR), 2024.
Article
Citation
IntentGPT: Few-shot Intent Discovery with Large Language Models
In today’s digitally driven world, dialogue systems play a pivotal role in enhancing user interactions, from customer service to …
Juan A. Rodriguez
,
Nicholas Botzer
,
David Vazquez
,
Christopher Pal
,
Marco Pedersoli
,
Issam H. Laradji
Workshop at the International Conference of Learning Representation (ICLR), 2024.
Article
Citation
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
We study the use of large language model-based agents for interacting with software via web browsers. Unlike prior work, we focus on …
Alexandre Drouin
,
Maxime Gasse
,
Massimo Caccia
,
Issam H. Laradji
,
Manuel Del Verme
,
Tom Marty
,
David Vazquez
,
Nicolas Chapados
,
Alexandre Lacoste
Workshop at the International Conference of Learning Representation (ICLR), 2024.
Article
Citation
Code
Vidéo
Workflow discovery in low data regimes
Text-based dialogues are now widely used to solve real-world problems. In cases where solution strategies are already known, they can …
Amine El Hattami
,
Issam H. Laradji
,
Stefania Raimondo
,
David Vazquez
,
Pau Rodriguez
,
Christopher Pal
International Conference of Learning Representations (ICLR), 2024.
Article
Citation
Code
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding
Continual Learning, also known as Lifelong or Incremental Learning, has recently gained renewed interest among the Artificial …
Lorenzo Pellegrini
,
Chenchen Zhu
,
Fanyi Xiao
,
Zhicheng Yan
,
Antonio Carta
,
Matthias De Lange
,
Vincenzo Lomonaco
,
Roshan Sumbaly
,
Pau Rodriguez
,
David Vazquez
ArXiv, 2024.
Article
Citation
InCoRo: In-Context Learning for Robotics Control with Feedback Loops
One of the challenges in robotics is to enable robotic units with the reasoning capability that would be robust enough to execute …
Jiaquiang Ye Zhu
,
Carla Gomez
,
David Vazquez
,
Michal Drozdzal
ArXiv, 2024.
Article
Citation
LitLLM: A Toolkit for Scientific Literature Review
Literature reviews are an essential component of scientific research. We explore the zero-shot abilities of recent large language …
Shubham Agarwal
,
Abhay Puri
,
Issam H. Laradji
,
Laurent Charlin
,
Christopher Pal
ArXiv, 2024.
Article
Citation
Code
NNetscape Navigator: Complex Demonstrations for Web Agents Without a Demonstrator
We introduce NNetscape Navigator (NNetnav), a method for training web agents entirely through synthetic demonstrations. These …
Shikhar Murty
,
Hao Zhu
,
Dzmitry Bahdanau
,
Chris Manning
ArXiv, 2024.
Article
Citation
Code
StarVector: Generating Scalable Vector Graphics Code from Images and Text
Scalable Vector Graphics (SVGs) have become integral in modern image rendering and graphic design applications due to their infinite …
Juan A. Rodriguez
,
Shubham Agarwal
,
Abhay Puri
,
Issam H. Laradji
,
Sai Rajeswar Mudumba
,
Pau Rodriguez
,
David Vazquez
,
Christopher Pal
,
Marco Pedersoli
ArXiv, 2024.
Article
Citation
TapeAgents: a Holistic Framework for Agent Development and Optimization
We present TapeAgents, an agent framework that leverages a structured, replayable log (tape) of the agent session to facilitate all …
Dzmitry Bahdanau
,
Nicolas Gontier
,
Gabriel Huang
,
Ehsan Kamalloo
,
Rafael Pardinas
,
Alexandre Piche
,
Torsten Scholak
,
Oleh Shliazhko
,
Jordan Prince Tremblay
,
Karam Ghanem
,
Soham Parikh
,
Mitul Tiwari
,
Quaizar Vohra
ArXiv, 2024.
Article
Citation
Code
Vidéo
«
»
Citation
×