Search Results - "Zampieri, Marcos"

An Evaluation of Multilingual Offensive Language Identification Methods for the Languages of India by Ranasinghe, Tharindu, Zampieri, Marcos

“…The pervasiveness of offensive content in social media has become an important reason for concern for online platforms. With the aim of improving online…”
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Features of lexical complexity: insights from L1 and L2 speakers by North, Kai, Zampieri, Marcos

“…We discover sizable differences between the lexical complexity assignments of first language (L1) and second language (L2) English speakers. The complexity…”
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Lexical simplification benchmarks for English, Portuguese, and Spanish by Štajner, Sanja, Ferrés, Daniel, Shardlow, Matthew, North, Kai, Zampieri, Marcos, Saggion, Horacio

“…Even in highly-developed countries, as many as 15–30% of the population can only understand texts written using a basic vocabulary. Their understanding of…”
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The Role of Machine Translation Quality Estimation in the Post-Editing Workflow by Béchara, Hannah, Orăsan, Constantin, Parra Escartín, Carla, Zampieri, Marcos, Lowe, William

“…As Machine Translation (MT) becomes increasingly ubiquitous, so does its use in professional translation workflows. However, its proliferation in the…”
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Challenges in discriminating profanity from hate speech by Malmasi, Shervin, Zampieri, Marcos

“…In this study, we approach the problem of distinguishing general profanity from hate speech in social media, something which has not been widely considered…”
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Automatic Language Identification in Texts: A Survey by Jauhiainen, Tommi, Lui, Marco, Zampieri, Marcos, Baldwin, Timothy, Lindén, Krister

“…Language identification (“LI”) is the problem of determining the natural language that a document or part thereof is written in. Automatic LI has been…”
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Predicting lexical complexity in English texts: the Complex 2.0 dataset by Shardlow, Matthew, Evans, Richard, Zampieri, Marcos

“…Identifying words which may cause difficulty for a reader is an essential step in most lexical text simplification systems prior to lexical substitution and…”
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Deep learning approaches to lexical simplification: A survey by North, Kai, Ranasinghe, Tharindu, Shardlow, Matthew, Zampieri, Marcos

“…Abstract Lexical Simplification (LS) is the task of substituting complex words within a sentence for simpler alternatives while maintaining the sentence’s…”
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Offensive language identification with multi-task learning by Zampieri, Marcos, Ranasinghe, Tharindu, Sarkar, Diptanu, Ororbia, Alex

“…The widespread presence of offensive content is a major issue in social media. This has motivated the development of computational models to identify such…”
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Predicting the type and target of offensive social media posts in Marathi by Zampieri, Marcos, Ranasinghe, Tharindu, Chaudhari, Mrinal, Gaikwad, Saurabh, Krishna, Prajwal, Nene, Mayuresh, Paygude, Shrunali

“…The presence of offensive language on social media is very common motivating platforms to invest in strategies to make communities safer. This includes…”
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Health text simplification: An annotated corpus for digestive cancer education and novel strategies for reinforcement learning by Rahman, Md Mushfiqur, Irbaz, Mohammad Sabik, North, Kai, Williams, Michelle S., Zampieri, Marcos, Lybarger, Kevin

“…The reading level of health educational materials significantly influences the understandability and accessibility of the information, particularly for…”
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SOLD: Sinhala offensive language dataset by Ranasinghe, Tharindu, Anuradha, Isuri, Premasiri, Damith, Silva, Kanishka, Hettiarachchi, Hansi, Uyangodage, Lasitha, Zampieri, Marcos

“…Abstract The widespread of offensive content online, such as hate speech and cyber-bullying, is a global phenomenon. This has sparked interest in the…”
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An Ensemble Approach for Annotating Source Code Identifiers With Part-of-Speech Tags by Newman, Christian D., Decker, Michael J., Alsuhaibani, Reem S., Peruma, Anthony, Mkaouer, Mohamed Wiem, Mohapatra, Satyajit, Vishnoi, Tejal, Zampieri, Marcos, Sheldon, Timothy J., Hill, Emily

“…This paper presents an ensemble part-of-speech tagging approach for source code identifiers. Ensemble tagging is a technique that uses machine-learning and the…”
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A Text-to-Text Model for Multilingual Offensive Language Identification by Ranasinghe, Tharindu, Zampieri, Marcos

“…The ubiquity of offensive content on social media is a growing cause for concern among companies and government organizations. Recently, transformer-based…”
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Toward more effective and equitable learning: Identifying barriers and solutions for the future of online education by McCarthy, Kathryn S., Crossley, Scott A., Meyers, Kayla, Boser, Ulrich, Allen, Laura K., Chaudhri, Vinay K., Collins-Thompson, Kevyn, D'Mello, Sidney, De Choudhury, Munmun, Garg, Kumar, Goel, Ashok, Gosha, Kinnis, Heffernan, Neil, Hooper, Mary A., Hyman, Elizabeth, Jarratt, Daniel C., Khalil, Deena, Kizilcec, Rene F., Litman, Diane, Malatinszky, Agnes, Marks, Krista, McNamara, Danielle S., Menko, Raphael, Palermo, Corey, Porcaro, David, Roscoe, Rod D., Shapiro, Steve, Thai, Khanh-Phuong (KP), Trumbore, Anne M., White, Cameron, Wong, Rhea, Yang, Diyi, Zampieri, Marcos

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Improving translation memory matching and retrieval using paraphrases by Gupta, Rohit, Orăsan, Constantin, Zampieri, Marcos, Vela, Mihaela, van Genabith, Josef, Mitkov, Ruslan

“…Most current translation memory (TM) systems work on the string level (character or word level) and lack semantic knowledge while matching. They use simple…”
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mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code Generation by Raihan, Nishat, Anastasopoulos, Antonios, Zampieri, Marcos

“…Recent advancements in large language models (LLMs) have significantly enhanced code generation from natural language prompts. The HumanEval Benchmark,…”
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Deep Contrastive Active Learning for Out-of-domain Filtering in Dialog Systems by Oruche, Roland, Zampieri, Marcos, Calyam, Prasad

“…Task-oriented dialog systems have shown to foster effective human-chatbot collaborations for accomplishing goal-specific tasks through intent classification…”
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Multilingual Offensive Language Identification for Low-resource Languages by Ranasinghe, Tharindu, Zampieri, Marcos

“…Offensive content is pervasive in social media and a reason for concern to companies and government organizations. Several studies have been recently published…”
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A Federated Learning Approach to Privacy Preserving Offensive Language Identification by Zampieri, Marcos, Premasiri, Damith, Ranasinghe, Tharindu

“…The spread of various forms of offensive speech online is an important concern in social media. While platforms have been investing heavily in ways of coping…”
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