yancong222

SSD-LM-STanglab

Understanding semantic and pragmatic fluencies using transformer based representations of language

abcd-hcp-pipeline

bids application for processing functional MRI data, robust to scanner, acquisition and age variability.

bids-specification

Brain Imaging Data Structure (BIDS) Specification

DSM-Chinese-LLMs

a comparison on classical, unsupervised distributional semantics tasks between static and contextualized embeddings

ESSLLI2021

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).

InferSent

InferSent sentence embeddings

information_theory

Code snippets demonstrating various concepts and methods from information theory.

LLMs-not-unaware-manner-implicatures

Programs and datasets to examine distributional semantics hypotheses in characterizing pragmatic nuances

macaw

Multi-angle c(q)uestion answering

mermaid

Generation of diagram and flowchart from text in a similar manner as markdown

minicons

Utility for analyzing Transformer based representations of language.

naacl2021-longdoc-tutorial

NLPDegreeExpression

Learning Degree Expression: NLP measurement and understanding

nltk_contrib

NLTK Contrib

openai-python

openneuro

A free and open platform for analyzing and sharing neuroimaging data

Pragamtics-Commonsense-LMs

Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning

rogue-dimensions

replication code for EMNLP 2021 paper

scripts

Scripts and modified code for experiments in linguistic meaning

scriptscz

Understanding semantic and pragmatic disorders using transformer based representations of language

SocialDataScience

Online materials for Social Data Science

stanza

Official Stanford NLP Python Library for Many Human Languages

transformers-1

transformers-semantic-attraction-surprisal

Examining Transformers' sensitivity to semantic attraction

turicreate

Turi Create simplifies the development of custom machine learning models.

Unimplicit

Pre-trained language models' interpretation of implicit meanings

yancong222.github.io

ClinicalNLP2024

Python code for LLMs surprisals and linear machine learning models

openai-cookbook

Examples and guides for using the OpenAI API