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

Aissa et al., 2018 - Google Patents

A reinforcement learning-driven translation model for search-oriented conversational systems

Aissa et al., 2018

View PDF
Document ID
17493431259115678963
Author
Aissa W
Soulier L
Denoyer L
Publication year
Publication venue
arXiv preprint arXiv:1809.01495

External Links

Snippet

Search-oriented conversational systems rely on information needs expressed in natural language (NL). We focus here on the understanding of NL expressions for building keyword- based queries. We propose a reinforcement-learning-driven translation model framework …
Continue reading at arxiv.org (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
    • G06F17/30—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
    • G06F17/3066—Query 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
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30861—Retrieval from the Internet, e.g. browsers
    • G06F17/30864—Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems
    • G06F17/30867—Retrieval from the Internet, e.g. browsers by querying, e.g. search engines or meta-search engines, crawling techniques, push systems with filtering and personalisation
    • 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
    • G06F17/30637—Query formulation
    • 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
    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386—Retrieval requests
    • G06F17/30389—Query formulation
    • 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
    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386—Retrieval requests
    • G06F17/30424—Query processing
    • 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
    • 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
    • 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
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computer systems based on specific mathematical models
    • G06N7/005—Probabilistic networks

Similar Documents

Publication Publication Date Title
Gao et al. Retrieval-augmented generation for large language models: A survey
Zhao et al. Dense text retrieval based on pretrained language models: A survey
Yan " Chitty-Chitty-Chat Bot": Deep Learning for Conversational AI.
Zou A survey on application of knowledge graph
Papagiannopoulou et al. Local word vectors guiding keyphrase extraction
Weikum et al. From information to knowledge: harvesting entities and relationships from web sources
Raza et al. A taxonomy and survey of semantic approaches for query expansion
Zhou et al. Query expansion with enriched user profiles for personalized search utilizing folksonomy data
Semeraro et al. Knowledge infusion into content-based recommender systems
Gonçalves et al. Automated expertise retrieval: A taxonomy-based survey and open issues
Zhang et al. Short text classification based on feature extension using the n-gram model
Roy et al. Incorporating extra knowledge to enhance word embedding
Xie et al. From statistical methods to deep learning, automatic keyphrase prediction: A survey
Jiang Semantically-enhanced information retrieval using multiple knowledge sources
Tang et al. End-to-end learning for short text expansion
Hashemi et al. Learning multiple intent representations for search queries
Qin et al. Automatic skill-oriented question generation and recommendation for intelligent job interviews
Tran et al. The recent advances in automatic term extraction: A survey
Guo et al. A survey on neural question generation: Methods, applications, and prospects
He et al. UP-TreeRec: building dynamic user profiles tree for news recommendation
Lamontagne et al. A framework for building adaptive intelligent virtual assistants
Aissa et al. A reinforcement learning-driven translation model for search-oriented conversational systems
Minkov et al. Improving graph-walk-based similarity with reranking: Case studies for personal information management
Wang et al. Towards informative and diverse dialogue systems over hierarchical crowd intelligence knowledge graph
Liu et al. World knowledge representation