Projects
Imported titles and summaries from the public listings on emorynlp.org; fuller pages can migrate over time. Sources live in src/content/projects/.
AI in Education
Personalized Learning for Efficient Mastery of Individual Education Goals
AI in Mental Healthcare
Enhancing Diagnostics and Patient Care through Cutting-edge AI Technologies
Alexa Prize 3
Alexa Prize Socialbot Grand Challenge 3 (09/2019 ~ 08/2020)
Alexa Prize 4
Alexa Prize Socialbot Grand Challenge 4 (09/2020 ~ 08/2021)
Brain Health and Aging
Discourse Analysis to Derive Biomarkers of Brain Health and Aging
Character Mining
Unraveling Explicit and Implicit Contexts for Machine Comprehension in Multiparty Dialogue
Chatbot Evaluation
Comprehensive Evaluation Frameworks for Conversational AI Systems
Conversational AI
Next-Generation Conversational AI for Scalable Real-World Integration
Coref. Resolution & Relation Extraction
Document-Level Information Extraction for Comprehensive Language Understanding
Deep Semantic Representation
Semantic Graph Representations for Profound Contextual Reasoning
Dementia Carebot
AI-powered Conversational Agent for Early Dementia Detection and Assessment
Diverse Clinical Note Analysis
Prediction of Patient Re-Hospitalization for Kidney Transplant via Clinical Note Analysis
Early Alzheimer's Detection
Detection of Early Alzheimer's Disease by Analyzing Transcripts of Short Speech
ECLAIR: Competence-Level Analysis
Competence-level Estimation for Job Applications through Resume Analysis
ELIT: Language Toolkit
Development of the Emory Language and Technology Toolkit with Apache GluonNLP
Emora Chat: University Companion
Chatbot Companions for University Students Empowered by Large Language Models
Emory-Alexa AI Collaboration
Resource Creation and Comprehensive Evaluation in Open-domain Conversational AI
Emory-InitialView Collaboration
Interview Chatbot for International High School Students Applying to U.S. Universities
Emory-KP Collaboration
Development of Virtual Agent for Medical Call Center with Integration of Patient Records
Emory-RLS Collaboration
Extraction of Diagnostic Relations for Symptoms and Treatments from Social Media
Emory-Yonsei Collaboration
Crosslingual Representation Learning and Coreference Resolution in Fantasy Literatures
Hyundai-Emory Collaboration
Generative AI-powered Crash Engineering Assistant to Enhance Vehicle Safety
Konkuk-Emory Collaboration
Enhancing Rational and Emotional Intelligence for Reliable Conversational Agents
Korean Universal Dependency
Development of Google, Penn, and KAIST Korean Universal Dependency Treebanks
Multi-genre/layer Annotation
Annotation of Coreference, Temporal, and Causal Relations across Multiple Genres
Multilinguality and Cross-linguality
Multilingual and Cross-Lingual Language Processing for Inclusive Global Communication
Neurology Symptom Detection
Detection of Neurology Symptoms in Head CT Scans by Analyzing Radiology Reports
Question Answering
Information Extraction and Structure Representations for Complex Question Answering
Representation Learning
Neural Embeddings for Enhanced Semantic Representation and Model Efficiency
Sequence Tagging & Structure Parsing
Sequence Tagging and Structure Parsing for Fine-grained Language Understanding
Speech Processing
Identifying and Segmenting Distinct Voices in Audio Recordings
STDM-based Social Chatbot
Development of State Transition-based Social Chatbot for College Students
SwNE Annotation
Annotation of Named Entities in the Switchboard Dialogue Corpus
Text Classification and Mining
Advanced NLP Models for Multi-Faceted Text Analysis and Insight Extraction
Text-to-SQL Generation
Natural Language to Database Query Conversion by Automating SQL Generation
TinkerTales
Interactive Storytelling Platform Teaching Human-AI Collaboration Skills
Trauma Carebot
Conversational AI and Language Diagnostic Solutions for Accessible Trauma Patient Care
WISeR Annotation
Annotation of the Widely Interpretable Semantic Representation Corpus