anthonysicilia Goto Github PK

aacl2023-da4generativeai

This is the resource repository for the AACL 2023 Tutorial covering DA for Robust, Inclusive, and Equitable Generative AI.

anthonysicilia.github.io

Personal Site

change-that-matters-acl2022

Code repository for "The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error" to appear in "Findings of ACL 2022"

classifier-divergence

Package for computing multiclass domain divergence

cs3730-localized-captioning

dannce

Code for Domain Adversarial Neural Networks for Domain Generalization (PyTorch)

deephoopsrealtimeapplication

Examples of DeepHoops applied in realtime.

discrete-energy

This package computes the discrete energy distance

equitable-dialogue-acl2023

This is the code repo. for "Learning to Generate Equitable Text in Dialogue from Biased Training Data" to appear in ACL 2023.

fortune-dial

This is the repository for the paper "Deal or No Deal (or Who Knows): Forecasting Uncertainty in Conversations using Large Language Models" to appear in ACL Findings 2024.

humbel

This is the resource repository for the paper "HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations" published in EACL 2024.

jigendg

Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"

leather-aacl2022

This is the repository for "LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue"

mdl-by-metalearning

This is the repository for the paper "Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning" to appear in ISBI 2021

metalearningpapers

A collection of meta-learning papers with accompanying pdfs and bib file.

mixdann

This is the code for the paper "Robust White Matter Hyperintensity Segmentation on Unseen Domain"

modeling-non-cooperation-tacl2022

This is the code repository for the paper "Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights" to appear in TACL

multiclass-domain-divergence

Repo for our work on domain divergence and bound computation

pac-bayes-in-medical-imaging

Code repository for "PAC Bayesian Performance Guarantees for Deep(Stochastic) Networks in Medical Imaging." to appear in MICCAI 2021

pacbayes-adaptation-uai2022

Code repository for "PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners" to appear in UAI 2022

wmh-segmentation-challenge-pitt-team

WMH Segmentation Challenge Pitt Team