svivek

esslli_neural_symbolic

Course resources and notes for the ESSLLI 2023 course on neural symbolic methods.

neural-logic

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

unqover

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

therapist-observer

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

structured_tuning_srl

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

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

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"

DirectProbe

treeconstructive-supertagging

A collection of tree-structured constructive CCG supertaggers.

verb

FeVER

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

layer_augmentation_qa

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

layer_augmentation

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

lapa-mrp

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

knowledge_infotabs

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

word-salad

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

On-Measuring-and-Mitigating-Biased-Inferences-of-Word-Embeddings

Debiasing both contextual and context free embeddings and developing a downstream metric for bias measurement

nlpvis

Visualization tool for interpreting NLP models

bllip-parser

BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.

theppl

theppl: the successor of the markov thebeast probabilistic programming platform

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

jblas

Linear Algebra for Java

liblinear-java

Java version of LIBLINEAR