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We describe SemEval-2021 task 6 on Detection of Persuasion Techniques in Texts and Images: the data, the annotation guidelines, the evaluation setup, the results, and the participating systems. The task focused on memes and had three…

Text detection is frequently used in vision-based mobile robots when they need to interpret texts in their surroundings to perform a given task. For instance, delivery robots in multilingual cities need to be capable of doing multilingual…

计算机视觉与模式识别 · 计算机科学 2024-03-13 Hsin-Ju Lin , Tsu-Chun Chung , Ching-Chun Hsiao , Pin-Yu Chen , Wei-Chen Chiu , Ching-Chun Huang

Annually, at the Conference of Machine Translation (WMT), the Metrics Shared Task organizers conduct the meta-evaluation of Machine Translation (MT) metrics, ranking them according to their correlation with human judgments. Their results…

计算与语言 · 计算机科学 2024-08-27 Stefano Perrella , Lorenzo Proietti , Alessandro Scirè , Edoardo Barba , Roberto Navigli

In this paper, we describe an approach for modelling causal reasoning in natural language by detecting counterfactuals in text using multi-head self-attention weights. We use pre-trained transformer models to extract contextual embeddings…

计算与语言 · 计算机科学 2020-06-02 Rajaswa Patil , Veeky Baths

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…

计算与语言 · 计算机科学 2023-04-26 Sana Sabah Al-Azzawi , György Kovács , Filip Nilsson , Tosin Adewumi , Marcus Liwicki

Most existing OCR methods focus on alphanumeric characters due to the popularity of English and numbers, as well as their corresponding datasets. On extending the characters to more languages, recent methods have shown that training…

计算机视觉与模式识别 · 计算机科学 2022-10-17 Jing Huang , Kevin J Liang , Rama Kovvuri , Tal Hassner

This paper describes the system proposed for the SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection. We focused our approach on the detection problem. Given the semantics of words captured by temporal word embeddings in…

计算与语言 · 计算机科学 2020-05-21 Pierluigi Cassotti , Annalina Caputo , Marco Polignano , Pierpaolo Basile

This paper describes our system designed for SemEval-2022 Task 8: Multilingual News Article Similarity. We proposed a linguistics-inspired model trained with a few task-specific strategies. The main techniques of our system are: 1) data…

计算与语言 · 计算机科学 2022-04-12 Zihang Xu , Ziqing Yang , Yiming Cui , Zhigang Chen

This paper describes our system for SemEval-2023 Task 3 Subtask 2 on Framing Detection. We used a multi-label contrastive loss for fine-tuning large pre-trained language models in a multi-lingual setting, achieving very competitive results:…

计算与语言 · 计算机科学 2023-04-28 Qisheng Liao , Meiting Lai , Preslav Nakov

We investigate the task of complex NER for the English language. The task is non-trivial due to the semantic ambiguity of the textual structure and the rarity of occurrence of such entities in the prevalent literature. Using pre-trained…

计算与语言 · 计算机科学 2022-04-06 Amit Pandey , Swayatta Daw , Vikram Pudi

We present our submission to the Task 5 of SemEval-2025 that aims to aid librarians in assigning subject tags to the library records by producing a list of likely relevant tags for a given document. We frame the task as an information…

计算与语言 · 计算机科学 2025-05-01 Aleksei Dorkin , Kairit Sirts

We present working notes for DS@GT team in the eRisk 2024 for Tasks 1 and 3. We propose a ranking system for Task 1 that predicts symptoms of depression based on the Beck Depression Inventory (BDI-II) questionnaire using binary classifiers…

计算与语言 · 计算机科学 2024-07-12 David Guecha , Aaryan Potdar , Anthony Miyaguchi

In this paper, we describe our submission to SemEval-2019 Task 4 on Hyperpartisan News Detection. Our system relies on a variety of engineered features originally used to detect propaganda. This is based on the assumption that biased…

We present our system submission for SemEval 2025 Task 5, which focuses on cross-lingual subject classification in the English and German academic domains. Our approach leverages bilingual data during training, employing negative sampling…

计算与语言 · 计算机科学 2025-05-07 Baharul Islam , Nasim Ahmad , Ferdous Ahmed Barbhuiya , Kuntal Dey

This study introduces a dedicated model aimed at solving the BRAINTEASER task 9 , a novel challenge designed to assess models lateral thinking capabilities through sentence and word puzzles. Our model demonstrates remarkable efficacy,…

计算与语言 · 计算机科学 2024-03-05 Abdelhak Kelious , Mounir Okirim

Eye tracking data during reading is a useful source of information to understand the cognitive processes that take place during language comprehension processes. Different languages account for different brain triggers , however there seems…

计算与语言 · 计算机科学 2022-03-31 Harshvardhan Srivastava

Reading is a complex process which requires proper understanding of texts in order to create coherent mental representations. However, comprehension problems may arise due to hard-to-understand sections, which can prove troublesome for…

计算与语言 · 计算机科学 2021-04-15 George-Eduard Zaharia , Dumitru-Clementin Cercel , Mihai Dascalu

Growing amount and quality of AI-generated texts makes detecting such content more difficult. In most real-world scenarios, the domain (style and topic) of generated data and the generator model are not known in advance. In this work, we…

In this paper, we present the system submitted to "SemEval-2020 Task 12". The proposed system aims at automatically identify the Offensive Language in Arabic Tweets. A machine learning based approach has been used to design our system. We…

计算与语言 · 计算机科学 2020-07-28 Hamada A. Nayel

We present the TAPAS contribution to the Shared Task on Statement Verification and Evidence Finding with Tables (SemEval 2021 Task 9, Wang et al. (2021)). SEM TAB FACT Task A is a classification task of recognizing if a statement is…

计算与语言 · 计算机科学 2021-04-05 Thomas Müller , Julian Martin Eisenschlos , Syrine Krichene
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