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

Dündar et al., 2018 - Google Patents

A Hybrid Approach to Question-answering for a Banking Chatbot on Turkish: Extending Keywords with Embedding Vectors.

Dündar et al., 2018

View PDF
Document ID
8395985354809827792
Author
Dündar E
Cekiç T
Deniz O
Arslan S
Publication year
Publication venue
KDIR

External Links

Snippet

In this paper, we have proposed a hybrid keyword-word embedding based question answering method for a Turkish chatbot in banking domain. This hyrid model is supported with the keywords that we have determined by clustering customer messages of Facebook …
Continue reading at www.academia.edu (PDF) (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
    • 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
    • G06F17/2827—Example based machine translation; Alignment
    • 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
    • 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
    • G06F17/30705—Clustering or classification
    • G06F17/30707—Clustering or classification into predefined classes
    • 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
    • G06F17/274—Grammatical analysis; Style critique
    • 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
    • G06F17/30861—Retrieval from the Internet, e.g. browsers
    • 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
    • G06F17/21—Text processing
    • G06F17/22—Manipulating or registering by use of codes, e.g. in sequence of text characters
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS

Similar Documents

Publication Publication Date Title
Loughran et al. Textual analysis in accounting and finance: A survey
Altowayan et al. Word embeddings for Arabic sentiment analysis
Indurthi et al. Generating natural language question-answer pairs from a knowledge graph using a RNN based question generation model
Mave et al. Language identification and analysis of code-switched social media text
Gupta et al. A survey of text question answering techniques
Sunilkumar et al. A survey on semantic similarity
Tungthamthiti et al. Recognition of sarcasms in tweets based on concept level sentiment analysis and supervised learning approaches
Manshadi et al. Learning a Probabilistic Model of Event Sequences from Internet Weblog Stories.
Giorgetti et al. Automating survey coding by multiclass text categorization techniques
Veena et al. An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding
Firdaus et al. Incorporating politeness across languages in customer care responses: Towards building a multi-lingual empathetic dialogue agent
Sharma et al. BioAMA: towards an end to end biomedical question answering system
Sharp et al. Spinning straw into gold: Using free text to train monolingual alignment models for non-factoid question answering
Lee Natural Language Processing: A Textbook with Python Implementation
Pirovani et al. Adapting NER (CRF+ LG) for Many Textual Genres.
Dündar et al. A Hybrid Approach to Question-answering for a Banking Chatbot on Turkish: Extending Keywords with Embedding Vectors.
Daswani et al. CollegeBot: a conversational AI approach to help students navigate college
Goebel et al. Overview and Discussion of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023
Zhang et al. Chinese-English mixed text normalization
Newman et al. Communication-based evaluation for natural language generation
US20230042683A1 (en) Identifying and transforming text difficult to understand by user
CN115878752A (en) Text emotion analysis method, device, equipment, medium and program product
Pokharana et al. A Review on diverse algorithms used in the context of Plagiarism Detection
Khamphakdee et al. A Framework for Constructing Thai Sentiment Corpus using the Cosine Similarity Technique
Mara English-Wolaytta Machine Translation using Statistical Approach