1 citations · 2 across the 7 of their papers we have counts for
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ClickAgent: Enhancing UI Location Capabilities of Autonomous Agents
Jakub Hoscilowicz, Bartosz Maj, Bartosz Kozakiewicz +2
With the growing reliance on digital devices equipped with graphical user interfaces (GUIs), such as computers and smartphones, the need for effective automation tools has become i…
TinyClick: Single-Turn Agent for Empowering GUI Automation
Pawel Pawlowski, Krystian Zawistowski, Wojciech Lapacz +4
We present an UI agent for user interface (UI) interaction tasks, using Vision-Language Model Florence-2-Base. The agent's primary task is identifying the screen coordinates of the…
Large Language Models as Carriers of Hidden Messages
Jakub Hoscilowicz, Pawel Popiolek, Jan Rudkowski +2
Simple fine-tuning can embed hidden text into large language models (LLMs), which is revealed only when triggered by a specific query. Applications include LLM fingerprinting, wher…
Large Language Models for Expansion of Spoken Language Understanding Systems to New Languages
Jakub Hoscilowicz, Pawel Pawlowski, Marcin Skorupa +2
Spoken Language Understanding (SLU) models are a core component of voice assistants (VA), such as Alexa, Bixby, and Google Assistant. In this paper, we introduce a pipeline designe…
Non-Linear Inference Time Intervention: Improving LLM Truthfulness
Jakub Hoscilowicz, Adam Wiacek, Jan Chojnacki +4
In this work, we explore LLM's internal representation space to identify attention heads that contain the most truthful and accurate information. We further developed the Inference…