30 open source projects by lancopku

Global Encoding for Abstractive Summarization (ACL 2018)

Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)

Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''

Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)

Code for "Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach" (ACL 2018)

Code for "Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation" (NAACL 2018)

meProp: Sparsified Back Propagation for Accelerated Deep Learning (ICML 2017)

Label Embedding Network

Automatic Academic Paper Rating: Data and Model (ACL 2018)

Code for "A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation" (EMNLP 2018)

Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"

Code for "simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions" （EMNLP 2018）

Code for "Understanding and Improving Layer Normalization"

Codes for "Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method"

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

Sequence Generation Model for Multi-label Classification (COLING 2018)

Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-HLT 2021)

LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts (AAAI 2019)

The code for "An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation" （EMNLP 2018)

Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"

code for Explicit Sparse Transformer

Code for "Bag-of-Words as Target for Neural Machine Translation"

An Ellipsis-aware Chinese Dependency Treebank for Web Text

Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)

Code for the article "Automatic Temperature Control for Neural Machine Translation" (EMNLP 2018)

Code for "Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media: A Unified Model"

Adaptive and Momental Bounds for Adaptive Learning Rate Methods.

Code for "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"

This is a corpus of Chinese abbreviation, including negative full forms.

Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"