Utah NLP

layer_augmentation

Implementation of the NLI model in our ACL 2019 paper: Augmenting Neural Networks with First-order Logic.

consistency

Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

x-fact

Official Code and Data repository of our ACL 2021 paper X-FACT: A New Benchmark Dataset for Multilingual Fact Checking.

BERT-fine-tuning-analysis

The codebase for the paper: A Closer Look at How Fine-tuning Changes BERT

infotabs-code

Implementation of the semi-structured inference model in our ACL 2020 paper, INFOTABS: Inference on Tables as Semi-structured Data.

DirectProbe

knowledge_infotabs

Repository containing code for the NAACL 2021 paper (Incorporating External Knowledge to Enhance Tabular Reasoning)

structured_tuning_srl

Implementation of our ACL 2020 paper: Structured Tuning for Semantic Role Labeling

therapist-observer

Code for the ACL 2019 paper "Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes"

layer_augmentation_qa

Implementation of the machine comprehension model in our ACL 2019 paper: Augmenting Neural Networks with First-order Logic.

learning-constraints

Experiments in our ACL 2020 paper. Learning Constraints for Structured Prediction Using Rectifier Networks

bert-therapy

Transformer-based observers in Psychotherapy

lapa-mrp

The system submission "LAPA" of our team *Amazon* for MRP Shared Task

neural-logic

Code for the paper: Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study (IJCAI 2021)

word-salad

Code for Paper BERT & Family Eat Word Salad: Experiments with Text Understanding at AAAI 2021

FeVER

Implementation of the paper: Beyond Context: A New Perspective for Word Embeddings.

marginal_srl_with_semlink

weak-verifiers

This repository contains the data and implementation for the ACL'23 Findings paper: "Verifying Annotation Agreement without Multiple Experts: A Case Study with Gujarati SNACS"

prompts-for-structures

supersenses

tabpert

TabPert : An Effective Platform for Tabular Perturbation

.github

evidence-tabularNLI-code

Code for ACL 2022 paper

madlibs

nlp.cs.utah.edu

The official website for the UtahNLP group

scaling_robustness

Code for reproducing experiments from our NAACL 24 Paper: Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness (https://arxiv.org/abs/2311.09694)

table_probing

unqover

UnQovering Stereotyping Biases via Underspecified Questions - EMNLP 2020 (Findings)

utahnlp_logo

Logo candidates for the Utah NLP team