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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)DPGAN
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.livebot
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts (AAAI 2019)text-autoaugment
[EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classificationlabel-words-are-anchors
Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context LearningmeProp
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)bag-of-words
Code for "Bag-of-Words as Target for Neural Machine Translation"AdaNorm
Code for "Understanding and Improving Layer Normalization"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"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)well-classified-examples-are-underestimated
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"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).HSSC
Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)tcm_prescription_generation
Code for "Exploration on Generating Traditional Chinese Medicine Prescriptions from Symptoms with an End-to-End Approach"clip-openness
[ACL 2023] Delving into the Openness of CLIPCGM
Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling"SOS
Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)codable-watermarking-for-llm
Repository for Towards Codable Watermarking for Large Language ModelsCMAC
The dataset and code for the paper "Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information"RAP
Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" (EMNLP 2021)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"LexicalAT
Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"Pivot
Code for "Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation" (ACL 2019)Avg-Avg
[Findings of EMNLP 2022] Holistic Sentence Embeddings for Better Out-of-Distribution DetectionRMSC
Data and code for paper "Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations"Decode-CRF
Conditional Random Fields with Decode-based Learningagent-backdoor-attacks
Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents"nndep
Transition-based Dependency Parser with neural networks and hybrid oracleSAPO
C# code for "Towards Easier and Faster Sequence Labeling for Natural Language Processing: A Search-based Probabilistic Online Learning Framework (SAPO)" (Information Sciences)SACT
Code for the article "Automatic Temperature Control for Neural Machine Translation" (EMNLP 2018)Augmented_Data_for_FST
The augmented data of the paper "Parallel Data Augmentation for Formality Style Transfer" (ACL 2020).CascadeBERT
Code for CascadeBERT, Findings of EMNLP 2021DCKD
Code and data for Distributional Correlation–Aware Knowledge Distillation for Stock Trading Volume Prediction (ECML-PKDD 22)Multi-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 AttacksFedMNMT
[Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with AdapterCVST
Code for paper "Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling"Early-Exit
Code for the paper: A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models.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 @lancopkuCRF-ADF
CRF Toolkit based on C#; support ADF (Adaptive stochastic gradient Decent based on Feature-frequency information, ACL 2012)GKD
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