Emory NLP

Challenging the Limit of Language Technology

News & Events

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

Spring 2025

Fall 2024

Spring 2024

Fall 2023

Spring 2023

Fall 2022

SPRING 2022

FALL 2021

Awards 2025

Andrew Chung received the CS departmental award, and Molly Han was invited to the Phi Beta Kappa Society.

MS Theses 2025

Two students from Emory NLP, Catherine Baker and Mutian Li, successfully defended their MS theses.

Honors Students 2025

Three students from Emory NLP, Andrew Chung, Tung Dinh, and Molly Han, successfully defended their honors theses.

Emory Hacks 2025

Emory NLP sponsored Emory Hacks 2025, presented by PROJECT Emory.

NSF Panel 2025

Dr. Jinho Choi has been invited to serve as a panelist for the NSF Office of Advanced Cyberinfrastructure.

AI4Research Keynote 2025

Dr. Jinho Choi gave a keynote talk at the AAAI Workshop on Towards a Knowledge-Grounded Scientific Research Lifecycle.

NACLO 2025

Emory NLP hosted 9 high school students in Georgia for the North American Computational Linguistics Open Competition.

COLING Paper 2025

A long paper by Sarah Finch is accepted to the International Conference on Computational Linguistics (COLING) 2025.

Thanksgiving Lunch 2024

Members of Emory NLP came to join Thanksgiving Lunch at Dr. Choi's place.

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.

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

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