Papers Lexical Analysis
“Lexical Analysis” 태그가 달린 논문 56편 · 필터 해제
A Tale of Two Identities: An Ethical Audit of Human and AI-Crafted Personas
As LLMs (large language models) are increasingly used to generate synthetic personas particularly in data-limited domains such as health, privacy, and HCI, it becomes necessary to understand how these narratives represen…
Lexical AnalysisAutomated Tone Transcription and Clustering with Tone2Vec
Lexical tones play a crucial role in Sino-Tibetan languages. However, current phonetic fieldwork relies on manual effort, resulting in substantial time and financial costs. This is especially challenging for the numerous…
ClusteringLexical AnalysisPolarization and Morality: Lexical Analysis of Abortion Discourse on Reddit
This study investigates whether division on political topics is mapped with the distinctive patterns of language use. We collect a total 145,832 Reddit comments on the abortion debate and explore the languages of subredd…
Lexical AnalysisComputational lexical analysis of Flamenco genres
Flamenco, recognized by UNESCO as part of the Intangible Cultural Heritage of Humanity, is a profound expression of cultural identity rooted in Andalusia, Spain. However, there is a lack of quantitative studies that help…
Lexical AnalysisTowards Lexical Analysis of Dog Vocalizations via Online Videos
Deciphering the semantics of animal language has been a grand challenge. This study presents a data-driven investigation into the semantics of dog vocalizations via correlating different sound types with consistent seman…
Lexical AnalysisLeveraging Natural Language Processing For Public Health Screening On YouTube: A COVID-19 Case Study
Background: Social media platforms have become a viable source of medical information, with patients and healthcare professionals using them to share health-related information and track diseases. Similarly, YouTube, the…
Lexical AnalysisHappy or grumpy? A Machine Learning Approach to Analyze the Sentiment of Airline Passengers' Tweets
As one of the most extensive social networking services, Twitter has more than 300 million active users as of 2022. Among its many functions, Twitter is now one of the go-to platforms for consumers to share their opinion…
Lexical AnalysisSentiment AnalysisTime SeriesTime Series AnalysisAmerican cultural regions mapped through the lexical analysis of social media
Cultural areas represent a useful concept that cross-fertilizes diverse fields in social sciences. Knowledge of how humans organize and relate their ideas and behavior within a society helps to understand their actions a…
Cultural Vocal Bursts Intensity PredictionLexical AnalysisAnalyse Automatique de l’Ancien Arménien. Évaluation d’une méthode hybride « dictionnaire » et « réseau de neurones » sur un Extrait de l’Adversus Haereses d’Irénée de Lyon
The aim of this paper is to evaluate a lexical analysis (mainly lemmatization and POS-tagging) of a sample of the Ancient Armenian version of the Adversus Haereses by Irenaeus of Lyons (2nd c.) by using hybrid approach b…
LemmatizationLexical AnalysisPOSPOS TaggingCV4Code: Sourcecode Understanding via Visual Code Representations
We present CV4Code, a compact and effective computer vision method for sourcecode understanding. Our method leverages the contextual and the structural information available from the code snippet by treating each snippet…
Lexical AnalysisRetrievalEffect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems
Large-scale language models (LLMs) such as GPT-2, BERT and RoBERTa have been successfully applied to ASR N-best rescoring. However, whether or how they can benefit competitive, near state-of-the-art ASR systems remains u…
Language ModelingLanguage ModellingLexical AnalysisEvaluating Persian Tokenizers
Tokenization plays a significant role in the process of lexical analysis. Tokens become the input for other natural language processing tasks, like semantic parsing and language modeling. Natural Language Processing in P…
Language ModelingLanguage ModellingLexical AnalysisSemantic ParsingCOVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter
Social media is often used by individuals and organisations as a platform to spread misinformation. With the recent coronavirus pandemic we have seen a surge of misinformation on Twitter, posing a danger to public health…
Lexical AnalysisMisinformationcs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora
This paper describes the performance of the team cs60075_team2 at SemEval 2021 Task 1 - Lexical Complexity Prediction. The main contribution of this paper is to fine-tune transformer-based language models pre-trained on …
Complex Word IdentificationLexical AnalysisLexical Complexity PredictionTask 2UZWORDNET: A Lexical-Semantic Database for the Uzbek Language
The results reported in this paper aim to increase the presence of the Uzbek language in the Internet and its usability within IT applications. We describe the initial development of a “word-net” for the Uzbek language c…
Lexical AnalysisVisual Exploration and Knowledge Discovery from Biomedical Dark Data
Data visualization techniques proffer efficient means to organize and present data in graphically appealing formats, which not only speeds up the process of decision making and pattern recognition but also enables decisi…
Data VisualizationDecision MakingInformation RetrievalLexical AnalysisN-LTP: An Open-source Neural Language Technology Platform for Chinese
We introduce \texttt{N-LTP}, an open-source neural language technology platform supporting six fundamental Chinese NLP tasks: {lexical analysis} (Chinese word segmentation, part-of-speech tagging, and named entity recogn…
Chinese Word SegmentationDependency ParsingKnowledge DistillationLexical Analysis+7Integration of Automatic Sentence Segmentation and Lexical Analysis of Ancient Chinese based on BiLSTM-CRF Model
The basic tasks of ancient Chinese information processing include automatic sentence segmentation, word segmentation, part-of-speech tagging and named entity recognition. Tasks such as lexical analysis need to be based o…
Lexical Analysisnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)+4Processing Language Resources of Under-Resourced and Endangered Languages for the Generation of Augmentative Alternative Communication Boards
Under-resourced and endangered or small languages yield problems for automatic processing and exploiting because of the small amount of available data. This paper shows an approach using different annotations of enriched…
Lexical AnalysisAn Intelligent Data Analysis for Hotel Recommendation Systems using Machine Learning
This paper presents an intelligent approach to handle heterogeneous and large-sized data using machine learning to generate true recommendations for the future customers. The Collaborative Filtering (CF) approach is one …
BIG-bench Machine LearningCollaborative FilteringLexical AnalysisRecommendation Systems+1