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    Emory NLPEmory NLP
      • Home
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      • Research  
        • Projects
        • Seminars
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        • Theses & Dissertations
        • Research Opportunities
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        • Unlocking AI
        • Into The University

      Projects

      • Current
      • Completed
      • Task Forces
      • Collaborations

      Conversational AI

      Next-Generation Conversational AI for Scalable Real-World Integration

      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

      Trauma Carebot

      Conversational AI and Language Diagnostic Solutions for Accessible Trauma Patient Care

      Text-to-SQL Generation

      Natural Language to Database Query Conversion by Automating SQL Generation

      Speech Processing

      Identifying and Segmenting Distinct Voices in Audio Recordings

      Emora Chat: University Companion

      Chatbot Companions for University Students Empowered by Large Language Models

      Chatbot Evaluation

      Comprehensive Evaluation Frameworks for Conversational AI Systems

      Multilinguality and Cross-linguality

      Multilingual and Cross-Lingual Language Processing for Inclusive Global Communication

      Coref. Resolution & Relation Extraction

      Document-Level Information Extraction for Comprehensive Language Understanding

      Sequence Tagging & Structure Parsing

      Sequence Tagging and Structure Parsing for Fine-grained Language Understanding

      Text Classification and Mining

      Advanced NLP Models for Multi-Faceted Text Analysis and Insight Extraction

      Question Answering

      Information Extraction and Structure Representations for Complex Question Answering

      Representation Learning

      Neural Embeddings for Enhanced Semantic Representation and Model Efficiency

      Deep Semantic Representation

      Semantic Graph Representations for Profound Contextual Reasoning

      Character Mining

      Unraveling Explicit and Implicit Contexts for Machine Comprehension in Multiparty Dialogue

      STDM-based Social Chatbot

      Development of State Transition-based Social Chatbot for College Students

      Alexa Prize 4

      Alexa Prize Socialbot Grand Challenge 4 (09/2020 ~ 08/2021)

      Alexa Prize 3

      Alexa Prize Socialbot Grand Challenge 3 (09/2019 ~ 08/2020)

      Multi-genre/layer Annotation

      Annotation of Coreference, Temporal, and Causal Relations across Multiple Genres

      WISeR Annotation

      Annotation of the Widely Interpretable Semantic Representation Corpus

      SwNE Annotation

      Annotation of Named Entities in the Switchboard Dialogue Corpus

      Hyundai-Emory Collaboration

      Generative AI-powered Crash Engineering Assistant to Enhance Vehicle Safety

      Brain Health and Aging

      Discourse Analysis to Derive Biomarkers of Brain Health and Aging

      Emory-KP Collaboration

      Development of Virtual Agent for Medical Call Center with Integration of Patient Records

      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-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

      ECLAIR: Competence-Level Analysis

      Competence-level Estimation for Job Applications through Resume Analysis

      Early Alzheimer's Detection

      Detection of Early Alzheimer's Disease by Analyzing Transcripts of Short Speech

      Diverse Clinical Note Analysis

      Prediction of Patient Re-Hospitalization for Kidney Transplant via Clinical Note Analysis

      Neurology Symptom Detection

      Detection of Neurology Symptoms in Head CT Scans by Analyzing Radiology Reports

      ELIT: Language Toolkit

      Development of the Emory Language and Technology Toolkit with Apache GluonNLP

      Korean Universal Dependency

      Development of Google, Penn, and KAIST Korean Universal Dependency Treebanks

      Emory NLP
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