Emory NLP

Challenging the Limit of Language Technology

News & Events

Trauma Carebot

Conversational AI and Language Diagnostic Solutions for Accessible Trauma Patient Care

Hyundai-Emory Collaboration

Generative AI-powered Crash Engineering Assistant to Enhance Vehicle Safety

Emora Chat: University Companion

Chatbot Companions for University Students Empowered by Large Language Models

Cognition-oriented Conversational AI

Intelligent Dialogue Systems with Human-like Understanding

AI in Education

Personalized Learning for Efficient Mastery of Your Own Education Goals

AI in Mental Healthcare

Enhancing Diagnostics and Patient Care through Cutting-edge AI Technologies

Text-to-SQL Generation

Natural Language to Database Query Conversion by Automating SQL Generation

Speech Processing

Identifying and Segmenting Distinct Voices in Audio Recordings

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

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

Spring 2024

Fall 2023

Spring 2023

Fall 2022

SPRING 2022

FALL 2021

EMNLP Papers 2024

Two papers by Liyan Xu, James Finch, and Jinho Choi are accepted to the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024.

Information Papers 2024

Two papers by Jeongrok Yu, Jacob Choi, Ellie Paek, Talyn Fan, James Finch, and Jinho Choi are accepted to the Information: Feature Papers in Artificial Intelligence 2024.

Bowling Night 2024

Emory NLP went out bowling at the Comet Pub & Lanes in Decatur, GA.

SIGDIAL Papers 2024

Two papers by James Finch, Sichang Tu, Boxin Zhao, and Jinho Choi are accepted to the Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL) 2024.

SNU Seminar 2024

Dr. Jinho Choi gave a seminar to the Linguistics Colloquium at Seoul National University (SNU).

Graduation 2024

2 Ph.D. students and 4 undergraduates from Emory NLP graduated this year.

Social Night 2024

Emory NLP went out for dinner at D92 Korean BBQ.

Emory CS Awards 2024

Alexandru Rudi (senior) and Chen Gong (senior) received departmental awards.

Photo Shoot 2024

Emory NLP went out to take annual photos.

SouthNLP 2024

Emory University hosted the First South NLP Symposium, with 150+ attendees representing 20+ schools.

Doctor of Philosophy 2024

Two Ph.D. students from Emory NLP, James Finch and Sarah Finch, successfully defended their dissertations.

Honors Students 2024

Four students from Emory NLP, Jacob Choi, Ellie Paek, Peilin Wu, and Zinc Zhao, received the highest honors.

400 Dowman Drive, Atlanta, GA, USA
Math and Science Center, Suite W401

https://www.linkedin.com/company/emorynlp https://www.youtube.com/c/EmoryNLPStudio https://github.com/emorynlp