no code implementations • LREC 2022 • Purificação Silvano, Mariana Damova, Giedrė Valūnaitė Oleškevičienė, Chaya Liebeskind, Christian Chiarcos, Dimitar Trajanov, Ciprian-Octavian Truică, Elena-Simona Apostol, Anna Baczkowska
In order to represent the meaning of the discourse markers, we propose an annotation scheme of discourse relations from ISO 24617-8 with a plug-in to ISO 24617-2 for communicative functions.
no code implementations • COLING 2022 • Christian Chiarcos, Elena-Simona Apostol, Besim Kabashi, Ciprian-Octavian Truică
OntoLex-Lemon has become a de facto standard for lexical resources in the web of data.
no code implementations • LREC 2022 • Michael Rosner, Sina Ahmadi, Elena-Simona Apostol, Julia Bosque-Gil, Christian Chiarcos, Milan Dojchinovski, Katerina Gkirtzou, Jorge Gracia, Dagmar Gromann, Chaya Liebeskind, Giedrė Valūnaitė Oleškevičienė, Gilles Sérasset, Ciprian-Octavian Truică
In this paper, we provide an overview of current technologies for cross-lingual link discovery, and we discuss challenges, experiences and prospects of their application to under-resourced languages.
no code implementations • 19 Jan 2024 • Elena-Simona Apostol, Ciprian-Octavian Truică
The healthcare environment is commonly referred to as "information-rich" but also "knowledge poor".
1 code implementation • 2 Nov 2023 • Elena-Simona Apostol, Ciprian-Octavian Truică
The phenomenon of Gravitational Wave (GW) analysis has grown in popularity as technology has advanced and the process of observing gravitational waves has become more precise.
1 code implementation • 23 Aug 2023 • Ciprian-Octavian Truică, Victor Tudose, Elena-Simona Apostol
Automatic semantic change methods try to identify the changes that appear over time in the meaning of words by analyzing their usage in diachronic corpora.
no code implementations • 29 Jul 2023 • Elena-Simona Apostol, Alin-Georgian Pisică, Ciprian-Octavian Truică
The increasing volume of online reviews has made possible the development of sentiment analysis models for determining the opinion of customers regarding different products and services.
1 code implementation • 24 May 2023 • Ciprian-Octavian Truică, Neculai-Ovidiu Istrate, Elena-Simona Apostol
Automatic Term Recognition is used to extract domain-specific terms that belong to a given domain.
no code implementations • 29 Apr 2023 • Elena-Simona Apostol, Ciprian-Octavian Truică
We test our solution for image representation and efficient data transfer in a multisite cloud environment.
1 code implementation • 16 Apr 2023 • Ciprian-Octavian Truică, Elena-Simona Apostol
Models that use the context of textual data are essential for resolving the fake news detection problem, as they manage to encode linguistic features within the vector representation of words.
1 code implementation • 16 Apr 2023 • Ciprian-Octavian Truică, Elena-Simona Apostol
We also benchmarked and evaluated the performances of multiple transformers on the task of misinformation detection.
1 code implementation • 14 Apr 2023 • Ciprian-Octavian Truică, Andrei-Ionut Stan, Elena-Simona Apostol
Thus, the main contributions of this paper are: (1) We propose a new Word Embedding and Transformer based algorithm for text simplification; (2) We design \textsc{SimpLex} -- a modular novel text simplification system -- that can provide a baseline for further research; and (3) We perform an in-depth analysis of our solution and compare our results with two state-of-the-art models, i. e., LightLS [19] and NTS-w2v [44].
1 code implementation • 3 Mar 2023 • Özgur Coban, Ciprian-Octavian Truică, Elena-Simona Apostol
Within the network analysis field, network immunization refers to the task of protecting a network from some arbitrary diffusion that tries to infect it.
1 code implementation • 23 Feb 2023 • Ciprian-Octavian Truică, Elena-Simona Apostol, Radu-Cătălin Nicolescu, Panagiotis Karras
The widespread availability of internet access and handheld devices confers to social media a power similar to the one newspapers used to have.
1 code implementation • 1 Feb 2023 • Ciprian-Octavian Truică, Elena-Simona Apostol, Panagiotis Karras
The growing popularity of social media platforms has simplified the creation and distribution of news articles but also creates a conduit for spreading fake news.
no code implementations • 30 Jan 2023 • Alexandru Petrescu, Ciprian-Octavian Truică, Elena-Simona Apostol, Adrian Paschke
In this context, we propose a new ensemble architecture, EDSA-Ensemble (Event Detection Sentiment Analysis Ensemble), that uses Event Detection and Sentiment Analysis to improve the detection of the polarity for current events from Social Media.
no code implementations • 30 Jan 2023 • Elena-Simona Apostol, Ciprian-Octavian Truică, Adrian Paschke
We use content similarity and the proximity of nodes to create a new model for geolocation-content based communities.
no code implementations • COLING 2020 • Radu Cristian Alexandru Iacob, Florin Brad, Elena-Simona Apostol, Ciprian-Octavian Truic{\u{a}}, Ionel Alexandru Hosu, Traian Rebedea
A natural language interface to databases (NLIDB) enables users without technical expertise to easily access information from relational databases.