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LancoPKU's Projects

aapr icon aapr

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

adamod icon adamod

Adaptive and Momental Bounds for Adaptive Learning Rate Methods.

adanorm icon adanorm

Code for "Understanding and Improving Layer Normalization"

agent-backdoor-attacks icon agent-backdoor-attacks

Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents"

amm icon amm

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

augmented_data_for_fst icon augmented_data_for_fst

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

avg-avg icon avg-avg

[Findings of EMNLP 2022] Holistic Sentence Embeddings for Better Out-of-Distribution Detection

bag-of-words icon bag-of-words

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

cgm icon 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"

chinesener icon chinesener

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

cmac icon cmac

The dataset and code for the paper "Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information"

crf-adf icon crf-adf

CRF Toolkit based on C#; support ADF (Adaptive stochastic gradient Decent based on Feature-frequency information, ACL 2012)

cvst icon cvst

Code for paper "Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling"

dan icon dan

[Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks

dckd icon dckd

Code and data for Distributional Correlation–Aware Knowledge Distillation for Stock Trading Volume Prediction (ECML-PKDD 22)

decode-crf icon decode-crf

Conditional Random Fields with Decode-based Learning

deconvdec icon deconvdec

Code for "Deconvolution-Based Global Decoding for Neural Machine Translation" (COLING 2018).

dpgan icon dpgan

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

dynamickd icon dynamickd

Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"

early-exit icon early-exit

Code for the paper: A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models.

embedding-poisoning icon 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)

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