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pro vyhledávání: '"A Manolis"'
Recent advancements in transformer-based language models have sparked research into their logical reasoning capabilities. Most of the benchmarks used to evaluate these models are simple: generated from short (fragments of) first-order logic sentences
Externí odkaz:
http://arxiv.org/abs/2410.09613
We develop four versions of GreekLegalRoBERTa, which are four large language models trained on Greek legal and nonlegal text. We show that our models surpass the performance of GreekLegalBERT, Greek- LegalBERT-v2, and GreekBERT in two tasks involving
Externí odkaz:
http://arxiv.org/abs/2410.12852
Autor:
Lampis, Michael, Mitsou, Valia, Nemery, Edouard, Otachi, Yota, Vasilakis, Manolis, Vaz, Daniel
In this paper we study the Spanning Tree Congestion problem, where we are given a graph $G=(V,E)$ and are asked to find a spanning tree $T$ of minimum maximum congestion. Here, the congestion of an edge $e\in T$ is the number of edges $uv\in E$ such
Externí odkaz:
http://arxiv.org/abs/2410.08314
In this work, we consider the problem of learning one hidden layer ReLU neural networks with inputs from $\mathbb{R}^d$. We show that this learning problem is hard under standard cryptographic assumptions even when: (1) the size of the neural network
Externí odkaz:
http://arxiv.org/abs/2410.03477
Inverse propensity-score weighted (IPW) estimators are prevalent in causal inference for estimating average treatment effects in observational studies. Under unconfoundedness, given accurate propensity scores and $n$ samples, the size of confidence i
Externí odkaz:
http://arxiv.org/abs/2410.01658
We study the estimation of distributional parameters when samples are shown only if they fall in some unknown set $S \subseteq \mathbb{R}^d$. Kontonis, Tzamos, and Zampetakis (FOCS'19) gave a $d^{\mathrm{poly}(1/\varepsilon)}$ time algorithm for find
Externí odkaz:
http://arxiv.org/abs/2410.01656
The search for remnants of the QCD chiral critical point is a central objective of current and future high-energy ion collision experiments. Previous studies suggest that a scaling law relating higher-order factorial moments of hadron multiplicity fl
Externí odkaz:
http://arxiv.org/abs/2409.19412
Despite much progress in large 3D datasets there are currently few interactive 3D object datasets, and their scale is limited due to the manual effort required in their construction. We introduce the static to openable (S2O) task which creates intera
Externí odkaz:
http://arxiv.org/abs/2409.18896
Autor:
Chazapis, Antony, Maliaroudakis, Evangelos, Nikolaidis, Fotis, Marazakis, Manolis, Bilas, Angelos
The escalating complexity of applications and services encourages a shift towards higher-level data processing pipelines that integrate both Cloud-native and HPC steps into the same workflow. Cloud providers and HPC centers typically provide both exe
Externí odkaz:
http://arxiv.org/abs/2409.16919
Protein function prediction is a crucial task in bioinformatics, with significant implications for understanding biological processes and disease mechanisms. While the relationship between sequence and function has been extensively explored, translat
Externí odkaz:
http://arxiv.org/abs/2409.00610