Code and implementations for the paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi et al.

An easy-to-use Python framework to generate adversarial jailbreak prompts.

[COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

Secrets of RLHF in Large Language Models Part I: PPO

🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

A research project for natural language generation, containing the official implementations by MSRA NLC team.

Code for "Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K -means Features"

EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.

Implementing Bayes by Backprop

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

Code for the paper "Long Short-Term Memory with Dynamic Skip Connections". https://arxiv.org/abs/1811.03873

Code for IJCAI 2018 paper "Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation"

Neural relational inference for interacting systems - pytorch

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

A collection of popular Data Science Competitions

The implementation of Meta-LSTM in "Meta Multi-Task Learning for Sequence Modeling." AAAI-18

Sequence Encoding via Dynamic Routing for Text Classification

NLPCC2017示例代码以及数据描述

Sequence Encoding via Dynamic Routing for Text Classification

A tensorflow implementation of sequence auto encoder using rnn (lstm memory cell)

This Repo implements the word-by-word attention in "Reasoning about Entailment with Neural Attention" Paper In tensorflow version 1.0

Sentence ordering using pointer network

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow