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pkuseg-python
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentationSGM
Sequence Generation Model for Multi-label Classification (COLING 2018)Chinese-Literature-NER-RE-Dataset
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature TextGlobal-Encoding
Global Encoding for Abstractive Summarization (ACL 2018)Graph-to-seq-comment-generation
Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''SU4MLC
Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)label-words-are-anchors
Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context LearningDPGAN
Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)superAE
Code for "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"AdaMod
Adaptive and Momental Bounds for Adaptive Learning Rate Methods.text-autoaugment
[EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classificationlivebot
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts (AAAI 2019)meProp
meProp: Sparsified Back Propagation for Accelerated Deep Learning (ICML 2017)Unpaired-Sentiment-Translation
Code for "Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach" (ACL 2018)WEAN
Code for "Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation" (NAACL 2018)label-embedding-network
Label Embedding NetworkPrime
A simple module consistently outperforms self-attention and Transformer model on main NMT datasets with SoTA performance.AAPR
Automatic Academic Paper Rating: Data and Model (ACL 2018)Skeleton-Based-Generation-Model
Code for "A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation" (EMNLP 2018)Explicit-Sparse-Transformer
code for Explicit Sparse TransformerSMAE
This is the code for "Learning Sentiment Memories for Sentiment Modification without Parallel Data".LancoSum
A toolkit for abstractive summarization, which is easy to implement the baseline and our proposed models, which can achieve the SOTA performance.Seq2Set
Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"AMM
The code for "An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation" (EMNLP 2018)AdaNorm
Code for "Understanding and Improving Layer Normalization"bag-of-words
Code for "Bag-of-Words as Target for Neural Machine Translation"well-classified-examples-are-underestimated
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"SRB
Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"DynamicKD
Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"agent-backdoor-attacks
Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]simNet
Code for "simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions" (EMNLP 2018)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)IAIS
[ACL 2021] Learning Relation Alignment for Calibrated Cross-modal RetrievalChinese-Dependency-Treebank-with-Ellipsis
An Ellipsis-aware Chinese Dependency Treebank for Web TextDeconvDec
Code for "Deconvolution-Based Global Decoding for Neural Machine Translation" (COLING 2018).tcm_prescription_generation
Code for "Exploration on Generating Traditional Chinese Medicine Prescriptions from Symptoms with an End-to-End Approach"CGM
Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling"HSSC
Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)RAP
Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)clip-openness
[ACL 2023] Delving into the Openness of CLIPSOS
Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)CMAC
The dataset and code for the paper "Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information"MUKI
[Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language ModelsChineseNER
Code for "Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media: A Unified Model"meSimp
Codes for "Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method"Avg-Avg
[Findings of EMNLP 2022] Holistic Sentence Embeddings for Better Out-of-Distribution DetectionPivot
Code for "Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation" (ACL 2019)LexicalAT
Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"RMSC
Data and code for paper "Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations"Decode-CRF
Conditional Random Fields with Decode-based Learningnndep
Transition-based Dependency Parser with neural networks and hybrid oracleSACT
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)Augmented_Data_for_FST
The augmented data of the paper "Parallel Data Augmentation for Formality Style Transfer" (ACL 2020).ACA4NMT
Code of a novel model for NMTDCKD
Code and data for Distributional Correlation–Aware Knowledge Distillation for Stock Trading Volume Prediction (ECML-PKDD 22)CascadeBERT
Code for CascadeBERT, Findings of EMNLP 2021FedMNMT
[Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with AdapterMulti-Order-LSTM
Code for "Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?"SemPre
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? (AAAI 2021)DAN
[Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor AttacksEarly-Exit
Code for the paper: A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models.CVST
Code for paper "Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling"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 @lancopkuGKD
CRF-ADF
CRF Toolkit based on C#; support ADF (Adaptive stochastic gradient Decent based on Feature-frequency information, ACL 2012)Sememe_prediction
Code for paper "Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions"LPVDN
Python code for paper - Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative NetworkAttention-Augmentation
GNOME
Code of the EACL 2023 Paper: Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic FeaturesMR-VPC
Towards Multimodal Video Paragraph Captioning Models Robust to Missing ModalityLove Open Source and this site? Check out how you can help us