Sentiment Analysis on Monolingual, Multilingual and Code-Switching Twitter Corpora
Code (0)
등록된 구현이 없습니다.
Tasks
Language IdentificationLanguage ModellingSentiment AnalysisSimilar Papers 제목 키워드 기반
UIO at SemEval-2023 Task 12: Multilingual fine-tuning for sentiment classification in low-resource languages
Our contribution to the 2023 AfriSenti-SemEval shared task 12: Sentiment Analysis for African Languages, provides insight into how a multilingual large language model can be a resource for sentiment analysis in languages…
Language ModelingLanguage ModellingLarge Language ModelSentiment Analysis+1GLUECoS: An Evaluation Benchmark for Code-Switched NLP
Code-switching is the use of more than one language in the same conversation or utterance. Recently, multilingual contextual embedding models, trained on multiple monolingual corpora, have shown promising results on cros…
Language Identificationnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)+5GLUECoS : An Evaluation Benchmark for Code-Switched NLP
Code-switching is the use of more than one language in the same conversation or utterance. Recently, multilingual contextual embedding models, trained on multiple monolingual corpora, have shown promising results on cros…
Language Identificationnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)+5Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation
With increasing globalization and immigration, various studies have estimated that about half of the world population is bilingual. Consequently, individuals concurrently use two or more languages or dialects in casual c…
Semantic SimilaritySemantic Textual SimilaritySentiment AnalysisSentiment ClassificationMultilingual Large Language Models Are Not (Yet) Code-Switchers
Multilingual Large Language Models (LLMs) have recently shown great capabilities in a wide range of tasks, exhibiting state-of-the-art performance through zero-shot or few-shot prompting methods. While there have been ex…
BenchmarkingLanguage IdentificationMachine TranslationSentiment Analysis