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Jiacheng Xu's Projects

attn-kge icon attn-kge

Code for Knowledge Graph Representation with Jointly Structural and Textual Encoding

cached-lstm icon cached-lstm

Code for Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification

discobert icon discobert

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

dplp icon dplp

A RST Parser with a trained model

gector icon gector

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

neuraleduseg icon neuraleduseg

A toolkit for discourse segmentation (EDU segmentation).

pythonrouge icon pythonrouge

Python wrapper for evaluating summarization quality by ROUGE package

sum-interpret icon sum-interpret

Code for Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution (ACL2021)

text-sum-uncertainty icon text-sum-uncertainty

Code for "Understanding Neural Abstractive Summarization Models via Uncertainty" (EMNLP20)

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

vmf_vae_nlp icon vmf_vae_nlp

Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"

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