42 citations
- Amazon (United States)US3 papers
- Centre de Mathématiques Appliquées de l'École polytechniqueFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- École PolytechniqueFR1 paper
- Emory UniversityUS1 paper
- Johns Hopkins UniversityUS1 paper
- Massachusetts Institute of TechnologyUS1 paper
- Microsoft Research (United Kingdom)GB1 paper
- Microsoft (United States)US1 paper
- National Taiwan UniversityTW1 paper
- Naver (South Korea)KR1 paper
- Search InstituteUS1 paper
8 papers
SLM as Guardian: Pioneering AI Safety with Small Language Models
Ohjoon Kwon, Donghyeon Jeon, Nayoung Choi +6
Most prior safety research of large language models (LLMs) has focused on enhancing the alignment of LLMs to better suit the safety requirements of humans. However, internalizing s…
printf: Preference Modeling Based on User Reviews with Item Images and Textual Information via Graph Learning
Hao-Lun Lin, Jyun-Yu Jiang, Ming-Hao Juan +1
Nowadays, modern recommender systems usually leverage textual and visual contents as auxiliary information to predict user preference. For textual information, review texts are one…
Statistical Learning of Value-at-Risk and Expected Shortfall
D Barrera, S Crépey, E Gobet +2
We propose a non-asymptotic convergence analysis of a two-step approach to learn a conditional value-at-risk (VaR) and a conditional expected shortfall (ES) using Rademacher bounds…
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion
Adam Block, Rahul Kidambi, Daniel N. Hill +2
Conventional methods for query autocompletion aim to predict which completed query a user will select from a list. A shortcoming of this approach is that users often do not know wh…
Analysis of E-commerce Ranking Signals via Signal Temporal Logic
Tommaso Dreossi, Giorgio Ballardin, Parth Gupta +3
The timed position of documents retrieved by learning to rank models can be seen as signals. Signals carry useful information such as drop or rise of documents over time or user be…
Multirotor-assisted measurements of wind-induced drift of irregularly shaped objects in aquatic environments
Javier Gonzalez-Rocha, Alejandro J. Sosa, Regina Hanlon +4
Ocean hazardous spills and search and rescue incidents are more prevalent as maritime activities increase across all sectors of society. However, emergency response time remains a…