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adversarial-network-for-discourse-acl2017

This is the code of "Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification" in ACL 2017

argue

RNN implementation for argumentative discourse relation classification

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

discourse

A Discourse Relation Sense Classification project

discovery

Mining Discourse Markers for Unsupervised Sentence Representation Learning

discsense

Automated Semantic Analysis of Discourse Markers

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

encdec_attn_sparse

The work on Encoder-Decoder Attention in Summarization Systems

idrc

Implicit discourse relation classification

inseq

Interpretability for sequence generation models 🐛 🔍

magnitude

A fast, efficient universal vector embedding utility package.

neural-discourse-relation-classification

paragraph-level_implicit_discourse_relation_classification

Code for the NAACL 2018 paper "Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph"

sgnlp

Machine learning models from Singapore's NLP research community

testaaa

text-pairs-relation-classification

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

unifiedparser_rst

Source code of " A Unified Linear-Time Framework for Sentence-Level Discourse Parsing" (ACL-19)