[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Almohaimeed et al., 2024 - Google Patents

Transfer Learning and Lexicon-Based Approaches for Implicit Hate Speech Detection: A Comparative Study of Human and GPT-4 Annotation

Almohaimeed et al., 2024

Document ID
10754623939360250202
Author
Almohaimeed S
Almohaimeed S
Bölöni L
Publication year
Publication venue
2024 IEEE 18th International Conference on Semantic Computing (ICSC)

External Links

Snippet

Detecting harmful speech is the subject of significant research effort both in the academia and industry. While good progress was made on detecting explicit hate speech, detecting implicit hate remains difficult as it requires a deep understanding of the allusions of the text …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634—Querying
    • G06F17/30657—Query processing
    • G06F17/30675—Query execution
    • G06F17/30684—Query execution using natural language analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2765—Recognition
    • G06F17/2775—Phrasal analysis, e.g. finite state techniques, chunking
    • G06F17/278—Named entity recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2705—Parsing
    • G06F17/271—Syntactic parsing, e.g. based on context-free grammar [CFG], unification grammars
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2785—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/28—Processing or translating of natural language
    • G06F17/2872—Rule based translation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/28—Processing or translating of natural language
    • G06F17/2809—Data driven translation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computer systems utilising knowledge based models
    • G06N5/02—Knowledge representation
    • G06N5/022—Knowledge engineering, knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/68—Methods or arrangements for recognition using electronic means using sequential comparisons of the image signals with a plurality of references in which the sequence of the image signals or the references is relevant, e.g. addressable memory
    • G06K9/6807—Dividing the references in groups prior to recognition, the recognition taking place in steps; Selecting relevant dictionaries
    • G06K9/6842—Dividing the references in groups prior to recognition, the recognition taking place in steps; Selecting relevant dictionaries according to the linguistic properties, e.g. English, German
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00—Subject matter not provided for in other groups of this subclass
    • G06N99/005—Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling

Similar Documents

Publication Publication Date Title
Thorne et al. The fact extraction and VERification (FEVER) shared task
Gugnani et al. Implicit skills extraction using document embedding and its use in job recommendation
Ansari et al. Ensemble hybrid learning methods for automated depression detection
US10140272B2 (en) Dynamic context aware abbreviation detection and annotation
US9996526B2 (en) System and method for supplementing a question answering system with mixed-language source documents
US10303766B2 (en) System and method for supplementing a question answering system with mixed-language source documents
Kausar et al. ProSOUL: a framework to identify propaganda from online Urdu content
Biradar et al. Hate or non-hate: Translation based hate speech identification in code-mixed hinglish data set
Mahdavi et al. Automatic external Persian plagiarism detection using vector space model
Gupta et al. Designing and development of stemmer of Dogri using unsupervised learning
Lahbari et al. A rule-based method for Arabic question classification
Jaber et al. NER in English translation of hadith documents using classifiers combination
Almohaimeed et al. Transfer Learning and Lexicon-Based Approaches for Implicit Hate Speech Detection: A Comparative Study of Human and GPT-4 Annotation
Shalinda et al. Hate words detection among sri lankan social media text messages
Le et al. CRYPTEXT: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild
Ariyanto et al. A Systematic Review on Semantic Role Labeling for Information Extraction in Low-Resource Data
Siddiqui Sarcasm detection from Twitter database using text mining algorithms
Ptaszynski et al. Detecting emotive sentences with pattern-based language modelling
Rodriguez et al. Machine learning for detecting hate speech in low resource languages
Chaturvedi et al. Predicting word vectors for microtext
Mansouri et al. A new fuzzy support vector machine method for named entity recognition
Schönle et al. Linguistic-Aware WordPiece Tokenization: Semantic Enrichment and OOV Mitigation
Casula Transfer learning for multilingual offensive language detection with bert
LeBlanc Model-driven abusive language detection
Dsilva From sentence embeddings to large language models to detect and understand wordplay