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

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

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

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

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

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

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

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"

A collection of tree-structured constructive CCG supertaggers.

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

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

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

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

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

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

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

Visualization tool for interpreting NLP models

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: the successor of the markov thebeast probabilistic programming platform

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 lea…

Linear Algebra for Java

Java version of LIBLINEAR