41 citations · 58 across the 7 of their papers we have counts for
9 papers
Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough
Konstantin Dobler, Gerard de Melo
We investigate continued pretraining of LLMs for language adaptation on a tight academic budget: a setting in which only a few GPUs can be used in parallel, for a heavily constrain…
MaskAnyone Toolkit: Offering Strategies for Minimizing Privacy Risks and Maximizing Utility in Audio-Visual Data Archiving
Babajide Alamu Owoyele, Martin Schilling, Rohan Sawahn +5
This paper introduces MaskAnyone, a novel toolkit designed to navigate some privacy and ethical concerns of sharing audio-visual data in research. MaskAnyone offers a scalable, use…
CommitBench: A Benchmark for Commit Message Generation
Maximilian Schall, Tamara Czinczoll, Gerard de Melo
Writing commit messages is a tedious daily task for many software developers, and often remains neglected. Automating this task has the potential to save time while ensuring that m…
IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization
Zengguang Hao, Jie Zhang, Binxia Xu +3
Intent detection and identification from multi-turn dialogue has become a widely explored technique in conversational agents, for example, voice assistants and intelligent customer…
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras
Lucas Liebe, Franz Sauerwald, Sylwester Sawicki +6
Estimating the speed of vehicles using traffic cameras is a crucial task for traffic surveillance and management, enabling more optimal traffic flow, improved road safety, and lowe…
MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models
Sepehr Janghorbani, Gerard de Melo
Recent breakthroughs in self supervised training have led to a new class of pretrained vision language models. While there have been investigations of bias in multimodal models, th…