Explore @text-machine-lab Open Source projects

Text Machine Lab for NLP @ UMass Lowell (@text-machine-lab)

text-machine-lab

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ciss2_materials

Let's put all materials into this repository

Jupyter Notebook

rusentiment

adversarial_decomposition

The code for the paper "Adversarial Decomposition of Text Representation", NAACL 2019

sentimental

A simple dictionary-based sentiment analysis system with Russian language support

TEA

Extracting narrative timelines (i.e. order and timing of events) from text

MUTT

Machine Translation Metrics Unit TesTing

entity-coref

Entity co-reference task, from CoNLL-2012

similarity-loss

Similarity-based reconstruction loss

dialogue-pytorch

Repository for dialogue models which enhance response diversity or coherence, coded in Pytorch.

TwitterHawk

UML classifiers for SemEval 2015

uml_nlp_class_2020

NLP Class at UMass Lowell, Spring 2020

Jupyter Notebook

rusentiment_baselines

classifying sentiment with the RuSentiment dataset

uml_nlp_class_2018

Jupyter Notebook

xword_benchmark

CliRel

Clinical Relation system (CliRel) is an open-source natural language processing system for classifying relations between named entities in clinical text of electronic health records.

mathword

math word problem

nt

Jupyter Notebook

quail

robot_study_group

Robot project discussion transcripts

extending_psycholinguistic_dataset

paraphrase_embedding_project

uml_nlp_class_2019

Jupyter Notebook

transformerpy

This is a modified transformer for the mathword project

mini_gpt

Jupyter Notebook

adv-nlp-f2022

Advanced Topics in NLP, Fall 2022 @ UMass Lowell

experiments_viewer

A web interface for the sacred library

ht_wars

Models and tools used to make predictions on the #HashtagWars dataset for the Semeval 2017 Humor Sub-task A

tensorflow-helpers

This repository contains different helpers for Tensorflow models

mini_bert

Jupyter Notebook

blog

blog for Text Machine Lab

cic

The Conversational Intelligence Challenge. http://text-machine.cs.uml.edu/lab/

dl4nlp-s2024

arcadian

Generic Model Toolkit - an abstract class for creating Tensorflow model subclasses, with helper datasets and functions.