Human Language Analysis Beings (HLAB)
Coordinate work of the human language analysis lab.
United States of America
Pinned Repositories
clp24-arch-entropy
Code used in our paper: Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk. Our submission for CLPsych 2024 Shared Task A and B.
dissonance-twitter-dataset
A repository for the dataset collected from annotating tweets for within-person dissonance.
dlatk_2021_09
End to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony Brook University.
GenLM-Inference-Wrapper
Library to run Inference using Generative Language Models.
gpt3-personality-estimation
HaRT
lexical_restriction
for doing target side domain adaptation based on distirbutional differences
rare-class-AL
AL for rare class strategies compared in the paper "Transfer and Active Learning for Dissonance Detection: Addressing the Rare Class Challenge" adapted, to be used out-of-the-box.
SocialiteLlama
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks
text2context-data
Human Language Analysis Beings (HLAB) 's Repositories
humanlab/HaRT
humanlab/clp24-arch-entropy
Code used in our paper: Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk. Our submission for CLPsych 2024 Shared Task A and B.
humanlab/rare-class-AL
AL for rare class strategies compared in the paper "Transfer and Active Learning for Dissonance Detection: Addressing the Rare Class Challenge" adapted, to be used out-of-the-box.
humanlab/SocialiteLlama
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks
humanlab/dissonance-twitter-dataset
A repository for the dataset collected from annotating tweets for within-person dissonance.
humanlab/dlatk_2021_09
End to end human text analysis package, specifically suited for social media and social scientific applications. It is written in Python 3 and developed by the World Well-Being Project at the University of Pennsylvania and Stony Brook University.
humanlab/gpt3-personality-estimation
humanlab/lexical_restriction
for doing target side domain adaptation based on distirbutional differences
humanlab/GenLM-Inference-Wrapper
Library to run Inference using Generative Language Models.
humanlab/text2context
NAACL 2024 tutorial on "From Text to Context: Contextualizing Language with Humans, Groups, and Communities for Socially Aware NLP"
humanlab/text2context-data