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Xiaomeng Hu's Projects

autodan icon autodan

The official implementation of our paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models".

convdr icon convdr

Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval"

csrankings-1 icon csrankings-1

A web app for ranking computer science departments according to their research output in selective venues.

deeplearning-lab4 icon deeplearning-lab4

LSTM, Text Classification, Chinese Word Embeddings, Rnn Encoder-Decoder, Temperature Series Prediction

detect-gpt icon detect-gpt

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

gpl icon gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

io-fp icon io-fp

Intelligent Optimization - Final Project

javafamily icon javafamily

【Java面试+Java学习指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

kb-qa icon kb-qa

KB-QA, Knowledge Graph. Neo-4j, Jena , Graph Database

llm-sp icon llm-sp

Papers and resources related to the security and privacy of LLMs 🤖

lm-bff icon lm-bff

ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models

ml-visuals icon ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

my_dr icon my_dr

Dense Retrieval pipeline grounding with sentence-transformers.

openmatch icon openmatch

An Open-Source Package for Information Retrieval.

p3ranker icon p3ranker

Code for our SIGIR 2022 accepted paper : P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning

promptbench icon promptbench

A robustness evaluation framework for large language models on adversarial prompts

promptpapers icon promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

pyserini icon pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

sgpt icon sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

snscrape icon snscrape

A social networking service scraper in Python

tap icon tap

TAP: An automated jailbreaking method for black-box LLMs

tevatron icon tevatron

Tevatron - A flexible toolkit for dense retrieval research and development.

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