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amr-gs

AMR Parsing via Graph-Sequence Iterative Inference

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

boxer

C&C parser & Boxer

convmf

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

crest

Public website for our research on CREST project

cs-video-courses

List of Computer Science courses with video lectures.

daprecokb

LegalRuleML formulae of deontic rules in the DAPRECO project.

deepwalk

DeepWalk - Deep Learning for Graphs

densely-interactive-inference-network

Cleaned code for paper "Natural Language Inference over Interaction Space"

doer

The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

ensemblerejectionsampling

Python implementation of Ensemble Rejection sampling for exact sampling on of time-series data up to length 1,000. Experiments managed using MLFlow.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fairseq-gec

Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

fairseq-py

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

jung2

conversion of http://sourceforge.net/projects/jung from cvs to git. This is just the jung2 part

nli

Enhanced LTSM for natural language inference

node2vec

pvdm

:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

scidoca.github.io

selfore

The source code of paper "SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction"

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

seqmatchseq

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

stog

AMR Parsing as Sequence-to-Graph Transduction

structured-attention

textual entailment with structural attentions and composition

struts2-ssl-plugin

Automatically exported from code.google.com/p/struts2-ssl-plugin

tagger

Named Entity Recognition Tool

textsimilarityconvnet

Semantic Similarity Measurement of Texts using Convolutional Neural Networks (He et al., EMNLP 2015)

tfc-pretraining

Self-supervised contrastive learning for time series via time-frequency consistency

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)