Latest Advances on System-2 Reasoning

[ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"

[ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"

This repository collects awesome survey, resource, and paper for lifelong learning LLM agents

This repository collects awesome survey, resource, and paper for Lifelong Learning for Large Language Models. (Updated Regularly)

[ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Models. (Updated Regularly)

Mamba SSM architecture

SCUT神经网络与深度学习的实验和大作业文档

[EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"

[ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference

[ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models (ACL 2024)", …

[ACL2023] Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference

[ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models (ACL 2024)", …

This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-24).

The official pytorch implementation of our proposed model MISSL (ICDE-24).

The paper "A Span-based Dynamic Local Attention Model for Sequential Sentence Classification" accepted by ACL-2021.

This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels" (NeurIPS-23).

This is an official pytorch implementation for paper "CTW: Confident Time-Warping for Time-Series Label-Noise Learning" (IJCAI-23).

[EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"

This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23).

This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).

Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification

Tensorflow imeplementaion of AJ-RNN (Adversarial Joint-Learning Recurrent Neural Network ).

LSTM and QRNN Language Model Toolkit for PyTorch

Developing a Knowledge Graph-based Question and Answering program to extract information from huge dataset

每天阅读过的论文的简要笔记

The paper "Learning Representations for Time Series Clustering"

The repository for AAAI-20 accepted paper "Temporal Pyramid Recurrent Neural Network"

The paper "Triple-shapelet Networks for Time Series Classification"

The paper "Adversarial Dynamic Shapelet Network"