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This paper presents the models submitted by Ghmerti team for subtasks A and B of the OffensEval shared task at SemEval 2019. OffensEval addresses the problem of identifying and categorizing offensive language in social media in three…

Computation and Language · Computer Science 2020-09-24 Ehsan Doostmohammadi , Hossein Sameti , Ali Saffar

This paper presents our strategies in SemEval 2020 Task 4: Commonsense Validation and Explanation. We propose a novel way to search for evidence and choose the different large-scale pre-trained models as the backbone for three subtasks. The…

Computation and Language · Computer Science 2020-07-27 Jiajing Wan , Xinting Huang

The paper describes the systems submitted to SemEval-2020 Task 8: Memotion by the `NIT-Agartala-NLP-Team'. A dataset of 8879 memes was made available by the task organizers to train and test our models. Our systems include a Logistic…

Computation and Language · Computer Science 2020-05-19 Steve Durairaj Swamy , Shubham Laddha , Basil Abdussalam , Debayan Datta , Anupam Jamatia

This paper describes the system used by the Machine Learning Group of LTU in subtask 1 of the SemEval-2022 Task 4: Patronizing and Condescending Language (PCL) Detection. Our system consists of finetuning a pretrained Text-to-Text-Transfer…

Computation and Language · Computer Science 2022-05-06 Tosin Adewumi , Lama Alkhaled , Hamam Mokayed , Foteini Liwicki , Marcus Liwicki

Recently, there has been an interest in factual verification and prediction over structured data like tables and graphs. To circumvent any false news incident, it is necessary to not only model and predict over structured data efficiently…

Computation and Language · Computer Science 2021-04-13 Aditya Jindal , Ankur Gupta , Jaya Srivastava , Preeti Menghwani , Vijit Malik , Vishesh Kaushik , Ashutosh Modi

This paper outlines the system using which team Nowruz participated in SemEval 2022 Task 7 Identifying Plausible Clarifications of Implicit and Underspecified Phrases for both subtasks A and B. Using a pre-trained transformer as a backbone,…

Computation and Language · Computer Science 2022-04-04 Mohammadmahdi Nouriborji , Omid Rohanian , David Clifton

In this paper, we propose a methodology for task 10 of SemEval23, focusing on detecting and classifying online sexism in social media posts. The task is tackling a serious issue, as detecting harmful content on social media platforms is…

Computation and Language · Computer Science 2023-04-26 Sana Sabah Al-Azzawi , György Kovács , Filip Nilsson , Tosin Adewumi , Marcus Liwicki

The Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection shared task in the SemEval-2024 competition aims to tackle the problem of misusing collaborative human-AI writing. Although there are a lot of…

Computation and Language · Computer Science 2024-05-20 Anastasia Voznyuk , Vasily Konovalov

This paper presents the MasonTigers entry to the SemEval-2024 Task 1 - Semantic Textual Relatedness. The task encompasses supervised (Track A), unsupervised (Track B), and cross-lingual (Track C) approaches across 14 different languages.…

Computation and Language · Computer Science 2024-04-09 Dhiman Goswami , Sadiya Sayara Chowdhury Puspo , Md Nishat Raihan , Al Nahian Bin Emran , Amrita Ganguly , Marcos Zampieri

In this paper we present our model on the task of emotion detection in textual conversations in SemEval-2019. Our model extends the Recurrent Convolutional Neural Network (RCNN) by using external fine-tuned word representations and DeepMoji…

Computation and Language · Computer Science 2019-04-03 Peixiang Zhong , Chunyan Miao

Patronizing and condescending language (PCL) has a large harmful impact and is difficult to detect, both for human judges and existing NLP systems. At SemEval-2022 Task 4, we propose a novel Transformer-based model and its ensembles to…

Computation and Language · Computer Science 2022-07-19 Dou Hu , Mengyuan Zhou , Xiyang Du , Mengfei Yuan , Meizhi Jin , Lianxin Jiang , Yang Mo , Xiaofeng Shi

This paper describes team Turing's submission to SemEval 2017 RumourEval: Determining rumour veracity and support for rumours (SemEval 2017 Task 8, Subtask A). Subtask A addresses the challenge of rumour stance classification, which…

Computation and Language · Computer Science 2017-04-25 Elena Kochkina , Maria Liakata , Isabelle Augenstein

This paper describes our submission to the Competition on Legal Information Extraction/Entailment 2022 (COLIEE-2022) workshop on case law competition for tasks 1 and 2. Task 1 is a legal case retrieval task, which involves reading a new…

Computation and Language · Computer Science 2022-04-19 Shubham Kumar Nigam , Navansh Goel

We present our submission to the AXOLOTL-24 shared task. The shared task comprises two subtasks: identifying new senses that words gain with time (when comparing newer and older time periods) and producing the definitions for the identified…

Computation and Language · Computer Science 2024-07-08 Aleksei Dorkin , Kairit Sirts

This paper describes our system submitted to task 4 of SemEval 2020: Commonsense Validation and Explanation (ComVE) which consists of three sub-tasks. The task is to directly validate the given sentence whether or not it makes sense and…

Computation and Language · Computer Science 2020-07-29 Hongru Wang , Xiangru Tang , Sunny Lai , Kwong Sak Leung , Jia Zhu , Gabriel Pui Cheong Fung , Kam-Fai Wong

In this paper, we present our participation in SemEval-2020 Task-12 Subtask-A (English Language) which focuses on offensive language identification from noisy labels. To this end, we developed a hybrid system with the BERT classifier…

Computation and Language · Computer Science 2020-05-04 Manikandan Ravikiran , Amin Ekant Muljibhai , Toshinori Miyoshi , Hiroaki Ozaki , Yuta Koreeda , Sakata Masayuki

In this paper, we present AILS-NTUA system for Track-A of SemEval-2026 Task 3 on Dimensional Aspect-Based Sentiment Analysis (DimABSA), which encompasses three complementary problems: Dimensional Aspect Sentiment Regression (DimASR),…

Computation and Language · Computer Science 2026-03-06 Stavros Gazetas , Giorgos Filandrianos , Maria Lymperaiou , Paraskevi Tzouveli , Athanasios Voulodimos , Giorgos Stamou

In this paper, we present our system for the SemEval Task 5, The Legal Argument Reasoning Task in Civil Procedure Challenge. Legal argument reasoning is an essential skill that all law students must master. Moreover, it is important to…

Computation and Language · Computer Science 2024-04-03 Dan Schumacher , Anthony Rios

SemEval task 4 aims to find a proper option from multiple candidates to resolve the task of machine reading comprehension. Most existing approaches propose to concat question and option together to form a context-aware model. However, we…

Computation and Language · Computer Science 2021-05-26 Zhixiang Chen , Yikun Lei , Pai Liu , Guibing Guo

We describe the systems of the University of Alberta team for the SemEval-2023 Visual Word Sense Disambiguation (V-WSD) Task. We present a novel algorithm that leverages glosses retrieved from BabelNet, in combination with text and image…

Computation and Language · Computer Science 2023-06-27 Michael Ogezi , Bradley Hauer , Talgat Omarov , Ning Shi , Grzegorz Kondrak
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