Lab Info
Advanced Neural-nets and Topic-models (ANT) laboratory belongs to the department of Bigdata engineering in SoonChunHyang University, South Korea.
The lab has two main research area: "information extraction" and "text mining", where focused technologies are deep learning and topic modeling.
Research Area
- Korean ML, Korean TimeBank, and Temporal Information Extraction from Korean Texts
- Intelligent & Emotional Conversational System, Chatbot, Dialog System
- Malware Detection
- Clinical data (EMR, vital sign, ...) analysis
- Pharmaceutic data analysis (automatic finding coformer pairs)
Notable Projects
Excluded: HRDP(human resource development projects)
- Adaptive Emotional Dialog Agent for One Person Household, 2020.6 ~ 2025.5, NRF
- Big data-based development of novel solid forms for P-CAB drugs, 2020.4 ~ 2021.12, IITP
- Dialog system & Code classification system, 2019.12 ~ 2020.8, FS
- Deep-learning based malware detection of non-executables, 2020.3 ~ 2020.11, ETRI
- Industry/Job code classification using deep laerning, 2018.9 ~ 2020.9, MSS
- Enbot project, 2018.10 ~ 2019.1, Soonchunhyang Univ.
- Slot Normalizer, 2017.1 ~ 2017.6, Naver corporation
- Out-Of-Domain Detection, 2017.3 ~ 2020.2, NRF
Demos
Note1: Some demo require HTTPS connection, so just accept if you want to proceed, please.
Note2: Some demo links may not be available temporarily if it is on update process.
Note3: Some demo links are deprecated as they are not for service anymore.
- Covid-19 chatbot[Video]
- Job Requirement Analysis using Elastic-search[LINK]
- Slot-Normalizer[LINK]
- Dialog system[LINK] [Video1] [Video2]
- Grade(score) notice program[LINK]
- Special characters by drawing [Video]
- Korean Temporal-Information Extraction from Korean Texts [LINK]
- (deprecated) Chatbot [LINK]
- (deprecated) News-feed show of department [LINK]
- (deprecated) Lecture qualitative evaluation [LINK]
- (deprecated) Self carrier service for students [LINK]
Open data
- Cocrystal formation prediction[Data]