freedomintelligence / dptdr Goto Github PK
View Code? Open in Web Editor NEWCode for COLING22 paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval
License: Apache License 2.0
Code for COLING22 paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval
License: Apache License 2.0
看到DPTDR在百度段落检索上拿到了top1,请问你们有在百度段落检索的数据集上跟其他算法做对比吗。
Hello, I plan to run your code, but I found that the versions of the packages you provided do not match; for example, transformers=4.9.2, datasets=1.17.0. These two versions conflict. Can you provide the complete environment for all the code, such as the PyTorch version, CUDA version, etc.?
Thanks in advance!
Yy
How to pre-train some parameters of deep prompt?
Pre-train deep prompts One is to pre-train deep prompts with a vanilla PLM. Later we initialize a DPT-based retriever using the pre-trained deep prompts and the vanilla PLM. However, experiments in Sec. 4.4 show that it suffers from catastrophic forgetting and exhibits no superior performance to randomly initialized prompts.
how to get the "pre-trained deep prompts"?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.