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

Ananth et al., 2021 - Google Patents

Grammatical tagging for the Kannada text documents using hybrid bidirectional long-short term memory model

Ananth et al., 2021

Document ID
9334353280994328968
Author
Ananth A
Bhat S
Venugopala P
Publication year
Publication venue
2021 IEEE international conference on distributed computing, VLSI, electrical circuits and robotics (DISCOVER)

External Links

Snippet

Kannada is one of the most spoken languages in India. Despite the large usage base, like other major Indian languages, there exist minimal linguistic resources for computing and processing. Rich morphology and agglutinative nature of this language pose a great …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/3061Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634Querying
    • G06F17/30657Query processing
    • G06F17/30675Query execution
    • G06F17/30684Query execution using natural language analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/27Automatic analysis, e.g. parsing
    • G06F17/2765Recognition
    • G06F17/277Lexical analysis, e.g. tokenisation, collocates
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/27Automatic analysis, e.g. parsing
    • G06F17/2705Parsing
    • G06F17/2715Statistical methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/27Automatic analysis, e.g. parsing
    • G06F17/2705Parsing
    • G06F17/271Syntactic parsing, e.g. based on context-free grammar [CFG], unification grammars
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/28Processing or translating of natural language
    • G06F17/2872Rule based translation
    • G06F17/2881Natural language generation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/27Automatic analysis, e.g. parsing
    • G06F17/274Grammatical analysis; Style critique
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/27Automatic analysis, e.g. parsing
    • G06F17/2785Semantic analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/21Text processing
    • G06F17/22Manipulating or registering by use of codes, e.g. in sequence of text characters
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20Handling natural language data
    • G06F17/28Processing or translating of natural language
    • G06F17/2809Data driven translation
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • G10L15/18Speech classification or search using natural language modelling
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computer systems utilising knowledge based models
    • G06N5/02Knowledge representation
    • G06N5/022Knowledge engineering, knowledge acquisition
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00Subject matter not provided for in other groups of this subclass
    • G06N99/005Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computer systems based on specific mathematical models
    • G06N7/005Probabilistic networks

Similar Documents

Publication Publication Date Title
d'Sa et al. Bert and fasttext embeddings for automatic detection of toxic speech
Wen et al. Sememe knowledge and auxiliary information enhanced approach for sarcasm detection
Yildiz et al. A morphology-aware network for morphological disambiguation
Güngör et al. The effect of morphology in named entity recognition with sequence tagging
Veena et al. Sentiment analysis using improved VADER and dependency parsing
Mishra et al. Context based NLP framework of textual tagging for low resource language
Yousif et al. Part of speech tagger for Arabic text based support vector machines: A review
Ananth et al. Grammatical tagging for the Kannada text documents using hybrid bidirectional long-short term memory model
Rajani Shree et al. POS tagger model for Kannada text with CRF++ and deep learning approaches
Priyadarshi et al. A study on the performance of recurrent neural network based models in Maithili part of speech tagging
Bhargava et al. Deep paraphrase detection in indian languages
Dutta Word-level language identification using subword embeddings for code-mixed Bangla-English social media data
Can et al. Joint learning of morphology and syntax with cross-level contextual information flow
Zim et al. Exploring word2vec embedding for sentiment analysis of bangla raw and romanized text
Francis A comprehensive survey on parts of speech tagging approaches in dravidian languages
Mao et al. A neural joint model with BERT for Burmese syllable segmentation, word segmentation, and POS tagging
Ananth et al. Parts of speech tagging and extractive summarization techniques for Kannada documents
Nazih et al. Arabic Syntactic Diacritics Restoration Using BERT Models
Alfaidi et al. Exploring the performance of farasa and CAMeL taggers for arabic dialect tweets.
Nuţu Deep learning approach for automatic Romanian lemmatization
Sathyanarayanan et al. Kannada named entity recognition and classification using bidirectional long short-term memory networks
Munandar et al. POS-tagging for non-english tweets: An automatic approach:(Study in Bahasa Indonesia)
Narzary et al. Deep Learning based Named Entity Recognition for the Bodo Language
Aydinov et al. Investigation of automatic part-of-speech tagging using CRF, HMM and LSTM on misspelled and edited texts
Phukan et al. A Deep Learning Based Approach For Spelling Error Detection In The Assamese Language