Conclusion By Myself This paper is trying to deal the problems of traditional DNNs can not be used to map sequences to sequences. It used two LSTMs architecture, one map the input sequence to a fix...
Conclusion By Myself This is an article from AMiner which is the web site I usually find the paper at. I read this article which is similar to a review for lazy. This article introduced the more im...
TF-IDF Short Introduction TF-IDF（Term Frequency — Inverse Document Frequency） is a measure of the importance of a word to a document in a collection or corpus, adjusted for the fact that some words...
Conclusion By Myself Aha, totally not understandable for me. This paper was published at 1982, and it was said as the original paper of RNN. So of this, I read it. But the knowledge it introduced a...
Conclusion By Myself This is a paper included in the class of RLHF. This paper published in 2017, it introduced a method of RL which is give two actions to a common human(non-expert), and then ask...
Conclusion By Myself This is not a formal paper from conferences or journals, this is a blog from Yao Fu. This blog introduces a view that the data may have a more deeper influential to model than ...
Conclusion By Myself Table of Contents Abstract This survey reviews works in which language models (LMs) are augmented with reasoning skills and the ability to use tools. The former is defined as d...
Summary of total paper This paper gives an opinion is that the quality of the data has a higher cost performance on the size of model on specific targets now. It proved this point of view by using ...
Conclusion By Myself This paper introduced two model architectures to deal with the problems when computing the word vectors. The two architectures are CBOW and skip-gram. Specifically, the CBOW is...
Conclusion By Myself Honestly, this paper is not so clear to me. So I came back to this article Transformer王者归来！ where introduced the paper to me. This is a specific aspect of transformer on time s...