lancopku Goto Github PK

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Name: LancoPKU

Type: Organization

Bio: Language Computing and Machine Learning Group (Xu Sun's group) at Peking University

Location: Peking University, Beijing

Blog: https://lancopku.github.io/

LancoPKU's Projects

iais

[ACL 2021] Learning Relation Alignment for Calibrated Cross-modal Retrieval

label-embedding-network

Label Embedding Network

lancopku.github.io

Lanco Lab website

lancosum

A toolkit for abstractive summarization, which is easy to implement the baseline and our proposed models, which can achieve the SOTA performance.

lexicalat

Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"

livebot

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

lpvdn

Python code for paper - Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network

lsp

Latent Structured Perceptron Toolkit based on C#

meprop

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

mesimp

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

mia

Code for "Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations" （NeurIPS 2019）

muki

[Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models

multi-order-decoding

Implementation of Multi-Order-Decoding

multi-order-lstm

Code for "Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?"

multi-task-learning

Online Multi-Task Learning Toolkit based on C#; code for "Large-Scale Personalized Human Activity Recognition using Online Multi-Task Learning" (TKDE)

nlp_code_index

codes and papers from @lancopku

nndep

Transition-based Dependency Parser with neural networks and hybrid oracle

pivot

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

pkuseg-python

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

point-then-operate

Code for the ACL2019 paper ``A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer``

prime

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

rap

Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)

rmsc

Data and code for paper "Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations"

sact

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

sememe_prediction

Code for paper "Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions"

sempre

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

seq2set

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

sgm

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

simnet

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

lancopku Goto Github PK

LancoPKU's Projects

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