Emory NLP

Challenging the Limit of Language Technology

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Projects

Emora Chat: College Companion

Chatbot Companions for College Students Empowered by Large Language Models

Trauma Carebot

Advancing Conversational AI Solutions for Accessible Trauma Patient Care

Brain Health and Aging

Discourse Analysis to Derive Biomarkers of Brain Health and Aging

Crisis and Stressor Management

Real-time Management of Crises and Stressors via Human-to-Chatbot Conversations

Text-based Speaker Diarization

Segmenting Transcripts into Individual Utterances by Distinguishing Speakers

NLP Collaborations

Collaborative Initiatives between Emory NLP and Others for Diverse NLP Research

STDM-based Social Chatbot

Development of State Transition-based Social Chatbot for College Students

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

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)

Character Mining

Machine Comprehension of Individual Characters in Multi-party Dialogue

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

Tagging and Parsing

Sentence-level Sequential Tagging and Syntactic & Semantic Structure Parsing

Resolution and Extraction

Document-level Coreference Resolution and Information & Relation Extraction

Embedding Analysis and Learning

Embedding Analysis and Representation Learning in Deep Neural Networks

Text Classification and Mining

Text Classification and its Applications for Real-world Data Mining

ELIT: Language Toolkit

Development of the Emory Language and Technology Toolkit with Apache GluonNLP

Question Answering

Complex & Model-driven Question Answering on Unstructured Textual Data

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

WISeR: Semantic Representation

Interpretable Semantic Representation for Document-level Contextual Understanding

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

Korean Universal Dependency

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

NACLO 2023

North American Computational Linguistics Open competition (01/26/2023)

NACLO 2020

North American Computational Linguistics (Open Round: 01/23/2020)

NACLO 2019

North American Computational Linguistics (Open Round: 01/24/2020)

Seminars

Spring 2023

Fall 2022

SPRING 2022

FALL 2021

News & Events

Graduation 2023

3 Ph.D. students and 6 undergraduates from Emory NLP graduated this year.

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ACL Papers 2023

Two long papers by James Finch, Sarah Finch, and Liyan Xu are accepted to the Annual Meeting of the Association for Computational Linguistics (ACL) 2023.

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Honors Students 2023

Three students from Emory NLP, Camila Calviño, Chen Gong, and Alexandru Rudi, received the highest honors.

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Photo Shoot 2023

Emory NLP went out to take annual photos.

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LDC 2023

Our Penn Korean Universal Dependency Treebank is officially released through the Linguistic Data Consortium (LDC).

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Emory CS Awards 2023

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

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Easter Dinner 2023

Emory NLP went out for a lunch at D92 Korean BBQ.

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Korean Culture Night 2023

Dr. Jinho Choi gave a guest speech at the Korean Cultural Night hosted by Korean organizations, KISEM and KUSA, at Emory.

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ICPC Southeast Regional 2022

The Emory team won the gold medal at the International Collegiate Programming Contest for Division 1 (Augusta site).

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TACL Paper 2023

A journal paper by Han He is accepted to the Transactions of the Association for Computational Linguistics.

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NACLO 2023

Emory NLP hosted 4 high school students in Georgia for the North American Computational Linguistics Open Competition.

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DADM Paper 2023

A paper by Liyan Xu in collaboration with Dr. Rachel Pratzer is accepted to Kidney International Reports.

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Contact

  • 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