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In this paper, we present our approach for the "Nuanced Arabic Dialect Identification (NADI) Shared Task 2023". We highlight our methodology for subtask 1 which deals with country-level dialect identification. Recognizing dialects plays an…

Computation and Language · Computer Science 2023-12-01 Vedant Deshpande , Yash Patwardhan , Kshitij Deshpande , Sudeep Mangalvedhekar , Ravindra Murumkar

This paper describes the system submitted by team \textbf{Archaeology} to SemEval-2026 Task~13 on AI-generated code detection. The shared task consists of three subtasks; we participate in Subtask-A (binary classification: human-written…

Computation and Language · Computer Science 2026-05-05 Jany-Gabriel Ispas , Sergiu Nisioi

In this paper, we describe the 2015 iteration of the SemEval shared task on Sentiment Analysis in Twitter. This was the most popular sentiment analysis shared task to date with more than 40 teams participating in each of the last three…

Computation and Language · Computer Science 2019-12-09 Sara Rosenthal , Saif M Mohammad , Preslav Nakov , Alan Ritter , Svetlana Kiritchenko , Veselin Stoyanov

We describe findings of the third Nuanced Arabic Dialect Identification Shared Task (NADI 2022). NADI aims at advancing state of the art Arabic NLP, including on Arabic dialects. It does so by affording diverse datasets and modeling…

Computation and Language · Computer Science 2022-10-24 Muhammad Abdul-Mageed , Chiyu Zhang , AbdelRahim Elmadany , Houda Bouamor , Nizar Habash

We present an overview of the FIGNEWS shared task, organized as part of the ArabicNLP 2024 conference co-located with ACL 2024. The shared task addresses bias and propaganda annotation in multilingual news posts. We focus on the early days…

Computation and Language · Computer Science 2024-07-26 Wajdi Zaghouani , Mustafa Jarrar , Nizar Habash , Houda Bouamor , Imed Zitouni , Mona Diab , Samhaa R. El-Beltagy , Muhammed AbuOdeh

With the ease of access to information, and its rapid dissemination over the internet (both velocity and volume), it has become challenging to filter out truthful information from fake ones. The research community is now faced with the task…

Computation and Language · Computer Science 2021-01-28 Akansha Gautam , Venktesh V , Sarah Masud

This is the proposal for RumourEval-2019, which will run in early 2019 as part of that year's SemEval event. Since the first RumourEval shared task in 2017, interest in automated claim validation has greatly increased, as the dangers of…

Computation and Language · Computer Science 2018-09-19 Genevieve Gorrell , Kalina Bontcheva , Leon Derczynski , Elena Kochkina , Maria Liakata , Arkaitz Zubiaga

In this paper we present deep-learning models that submitted to the SemEval-2018 Task~1 competition: "Affect in Tweets". We participated in all subtasks for English tweets. We propose a Bi-LSTM architecture equipped with a multi-layer self…

We describe AraNet, a collection of deep learning Arabic social media processing tools. Namely, we exploit an extensive host of publicly available and novel social media datasets to train bidirectional encoders from transformer models…

Computation and Language · Computer Science 2020-04-14 Muhammad Abdul-Mageed , Chiyu Zhang , Azadeh Hashemi , El Moatez Billah Nagoudi

In this paper we introduce ArCOV19-Rumors, an Arabic COVID-19 Twitter dataset for misinformation detection composed of tweets containing claims from 27th January till the end of April 2020. We collected 138 verified claims, mostly from…

Computation and Language · Computer Science 2021-03-16 Fatima Haouari , Maram Hasanain , Reem Suwaileh , Tamer Elsayed

We present the findings of the sixth Nuanced Arabic Dialect Identification (NADI 2025) Shared Task, which focused on Arabic speech dialect processing across three subtasks: spoken dialect identification (Subtask 1), speech recognition…

The rapid advancement of large language models (LLMs) has revolutionized text generation, making it increasingly difficult to distinguish between human- and AI-generated content. This poses a significant challenge to academic integrity,…

Computation and Language · Computer Science 2025-08-14 Tatiana Batura , Elena Bruches , Milana Shvenk , Valentin Malykh

This paper presents our system developed for the SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages. The shared task aims at measuring the semantic textual relatedness between pairs of sentences, with a focus…

Computation and Language · Computer Science 2024-06-10 Miaoran Zhang , Mingyang Wang , Jesujoba O. Alabi , Dietrich Klakow

The Automatic Verification of Image-Text Claims (AVerImaTeC) shared task aims to advance system development for retrieving evidence and verifying real-world image-text claims. Participants were allowed to either employ external knowledge…

Computation and Language · Computer Science 2026-02-27 Rui Cao , Zhenyun Deng , Yulong Chen , Michael Schlichtkrull , Andreas Vlachos

We describe the fourth edition of the CheckThat! Lab, part of the 2021 Conference and Labs of the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to factuality, and covers Arabic, Bulgarian, English, Spanish,…

This paper describes our submission to SemEval-2022 Task 6 on sarcasm detection and its five subtasks for English and Arabic. Sarcasm conveys a meaning which contradicts the literal meaning, and it is mainly found on social networks. It has…

Computation and Language · Computer Science 2022-03-09 Shubham Kumar Nigam , Mosab Shaheen

This paper summarizes our studies on propaganda detection techniques for news articles in the SemEval-2020 task 11. This task is divided into the SI and TC subtasks. We implemented the GloVe word representation, the BERT pretraining model,…

Computation and Language · Computer Science 2020-08-26 Jiaxu Dao , Jin Wang , Xuejie Zhang

This paper describes our method for the task of Semantic Question Similarity in Arabic in the workshop on NLP Solutions for Under-Resourced Languages (NSURL). The aim is to build a model that is able to detect similar semantic questions in…

Computation and Language · Computer Science 2020-04-28 Hana Al-Theiabat , Aisha Al-Sadi

Conspiracy Theory Identication task is a new shared task proposed for the first time at the Evalita 2023. The ACTI challenge, based exclusively on comments published on conspiratorial channels of telegram, is divided into two subtasks: (i)…

Computation and Language · Computer Science 2023-09-06 Giuseppe Russo , Niklas Stoehr , Manoel Horta Ribeiro