LancoPKU

Repositories

• Prime

  A simple module consistently outperforms self-attention and Transformer model on main NMT datasets with SoTA performance.

  transformer attention sequence-to-sequence language-model
  Python 9 71 1 0 Updated Apr 4, 2021

• SemPre

  Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? (AAAI 2021)

  natural-language-understanding lexical-semantics fairseq pre-training
  Python 0 6 0 0 Updated Apr 2, 2021

• Early-Exit

  Code for the paper: A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models.
  Python 0 1 0 0 Updated Apr 2, 2021

• Embedding-Poisoning

  Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-HLT 2021)
  Python 2 10 0 0 Updated Mar 30, 2021

• Explicit-Sparse-Transformer

  code for Explicit Sparse Transformer
  Python 8 21 0 0 Updated Jan 14, 2021

• pkuseg-python

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

  chinese-word-segmentation
  Python MIT 854 5,365 96 3 Updated Jan 10, 2021

• LPVDN

  Python code for paper - Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network
  Python 0 1 0 0 Updated Dec 24, 2020

• lancopku.github.io

  Lanco Lab website
  HTML 0 0 0 1 Updated Nov 6, 2020

• MIA

  Forked from fenglinliu98/MIA

  Code for "Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations" （NeurIPS 2019）
  Python 14 0 0 0 Updated Oct 19, 2020

• Augmented_Data_for_FST

  The augmented data of the paper "Parallel Data Augmentation for Formality Style Transfer" (ACL 2020).

  formality augmented-data informal-sentences sentence-pair
  0 7 0 0 Updated May 14, 2020

• Seq2Set

  Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"
  Python 15 40 1 0 Updated Jan 6, 2020

• SGM

  Sequence Generation Model for Multi-label Classification (COLING 2018)
  Python 96 350 16 1 Updated Jan 5, 2020

• Graph-to-seq-comment-generation

  Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''
  Python 36 145 9 0 Updated Dec 19, 2019

• AdaNorm

  Code for "Understanding and Improving Layer Normalization"
  Python 0 29 2 0 Updated Dec 8, 2019

• AdaMod

  Adaptive and Momental Bounds for Adaptive Learning Rate Methods.
  Python Apache-2.0 22 114 1 0 Updated Nov 13, 2019

• Point-Then-Operate

  Forked from ChenWu98/Point-Then-Operate

  Code for the ACL2019 paper ``A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer``
  Python Apache-2.0 9 2 0 0 Updated Nov 11, 2019

• LexicalAT

  Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"
  Python Apache-2.0 2 12 0 0 Updated Oct 30, 2019

• CMAC

  The dataset and code for the paper "Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information"
  Python 6 15 2 0 Updated Oct 28, 2019

• Pivot

  Code for "Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation" (ACL 2019)

  natural-language-processing natural-language-generation table-to-text
  Python 0 15 2 0 Updated Aug 7, 2019

• RMSC

  Data and code for paper "Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations"
  Python 1 11 0 0 Updated Jun 30, 2019

• CVST

  Code for paper "Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling"
  1 7 2 0 Updated May 31, 2019

• Global-Encoding

  Global Encoding for Abstractive Summarization (ACL 2018)
  Python MIT 63 249 15 0 Updated May 30, 2019

• SACT

  Code for the article "Automatic Temperature Control for Neural Machine Translation" (EMNLP 2018)
  Python 0 13 1 0 Updated Apr 16, 2019

• WEAN

  Code for "Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation" (NAACL 2018)
  Python 20 95 5 0 Updated Jan 10, 2019

• SU4MLC

  Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)
  Python 29 147 9 0 Updated Jan 8, 2019

• livebot

  LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts (AAAI 2019)
  Python MIT 27 107 2 0 Updated Dec 24, 2018

• SMAE

  This is the code for "Learning Sentiment Memories for Sentiment Modification without Parallel Data".
  Python 10 52 2 0 Updated Dec 18, 2018

• DeconvDec

  Code for "Deconvolution-Based Global Decoding for Neural Machine Translation" (COLING 2018).
  Python MIT 1 26 0 0 Updated Nov 22, 2018

• SAPO

  C# code for "Towards Easier and Faster Sequence Labeling for Natural Language Processing: A Search-based Probabilistic Online Learning Framework (SAPO)" (Information Sciences)

  natural-language-processing named-entity-recognition chunking pos-tagging
  C# 4 13 0 0 Updated Nov 19, 2018

• AAPR

  Automatic Academic Paper Rating: Data and Model (ACL 2018)
  Python 15 65 6 0 Updated Sep 23, 2018