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pro vyhledávání: '"Gołąb, A."'
A Cayley permutation is a word of positive integers such that if a letter appears in this word, then all positive integers smaller than that letter also appear. We initiate a systematic study of pattern avoidance on Cayley permutations adopting a com
Externí odkaz:
http://arxiv.org/abs/2407.19583
Expert search and team formation systems operate on collaboration networks, with nodes representing individuals, labeled with their skills, and edges denoting collaboration relationships. Given a keyword query corresponding to the desired skills, the
Externí odkaz:
http://arxiv.org/abs/2405.12881
This paper demonstrates RAGE, an interactive tool for explaining Large Language Models (LLMs) augmented with retrieval capabilities; i.e., able to query external sources and pull relevant information into their input context. Our explanations are cou
Externí odkaz:
http://arxiv.org/abs/2405.13000
Autor:
Chen, Chien-Chih, Golab, Wojciech
Ethereum 2.0 is the second-largest cryptocurrency by market capitalization and a widely used smart contract platform. Therefore, examining the reliability of Ethereum 2.0's incentive mechanism is crucial, particularly its effectiveness in encouraging
Externí odkaz:
http://arxiv.org/abs/2405.03357
Autor:
Hebert, Liam, Sahu, Gaurav, Guo, Yuxuan, Sreenivas, Nanda Kishore, Golab, Lukasz, Cohen, Robin
We present the Multi-Modal Discussion Transformer (mDT), a novel methodfor detecting hate speech in online social networks such as Reddit discussions. In contrast to traditional comment-only methods, our approach to labelling a comment as hate speech
Externí odkaz:
http://arxiv.org/abs/2307.09312
Autor:
Bakker, Steffen Jaap Skotvoll, Martin, Jonas, van Beesten, E. Ruben, Brynildsen, Ingvild Synnøve, Sandvig, Anette, Siqveland, Marit, Golab, Antonia
National freight transport models are valuable tools for assessing the impact of various policies and investments on achieving decarbonization targets under different future scenarios. However, these models struggle to address several critical elemen
Externí odkaz:
http://arxiv.org/abs/2304.14001
Founded in 2017, Algorand is one of the world's first carbon-negative, public blockchains inspired by proof of stake. Algorand uses a Byzantine agreement protocol to add new blocks to the blockchain. The protocol can tolerate malicious users as long
Externí odkaz:
http://arxiv.org/abs/2302.11178
Autor:
Rorseth, Joel, Godfrey, Parke, Golab, Lukasz, Kargar, Mehdi, Srivastava, Divesh, Szlichta, Jaroslaw
Towards better explainability in the field of information retrieval, we present CREDENCE, an interactive tool capable of generating counterfactual explanations for document rankers. Embracing the unique properties of the ranking problem, we present c
Externí odkaz:
http://arxiv.org/abs/2302.04983
Our work advances an approach for predicting hate speech in social media, drawing out the critical need to consider the discussions that follow a post to successfully detect when hateful discourse may arise. Using graph transformer networks, coupled
Externí odkaz:
http://arxiv.org/abs/2301.10871
We propose a system to predict harmful discussions on social media platforms. Our solution uses contextual deep language models and proposes the novel idea of integrating state-of-the-art Graph Transformer Networks to analyze all conversations that f
Externí odkaz:
http://arxiv.org/abs/2301.04248