-
Very good paper.
I hope to have a detailed introduction to the "basic training form of dense retrieval" mentioned in the Distant supervision section on page 5. Does it train the query and answer of M…
-
## 一言でいうと
関係抽出タスクに強化学習を用いる。
distant supervisionで問題になるFalse-Positiveデータのフィルタリングに強化学習を利用する。
データのフィルタリングのフレームワークの提案であるため、実際に関係抽出を行うモデルには自由なモデルを設定できるのが強み。
### 論文リンク
http://aclweb.org/anthology/P18-…
-
Hello, I am very interested in your article titled "Semi-supervised Stance Detection of Tweets Via Distant Network Supervision" published on wsdm-2022, I read your code, and I don't understand somethi…
-
## 0. 論文
[Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning](http://aclweb.org/anthology/P18-1199)
Pengda Qin , Weiran XU , William Yang Wang
## 1. どんなもの?
関係抽出で用いら…
-
## 0. 論文
[DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction](http://aclweb.org/anthology/P18-1046)
Pengda Qin], Weiran Xu], William Yang Wang[
## 1. どんなもの?
敵対的学習…
-
The "c." and "p." HGVS notations are gene-based and can only be understood in reference to a specific gene isoform. For example, "SRF:c.25A>G" describes a variant of basepair 25 of the SRF gene (refe…
-
This should be pretty much the same as getting embeddings for train data - is the issue that train data is distant supervision-y and aggregated across a bunch of instances?
-
**一句话总结:**
不使用hard label, 而是用KGE中的t-h来代替relation label。提高RE的效果
**资源:**
- [pdf](https://www.aclweb.org/anthology/D18-1248)
- [code](
**关键字:**
- dataset: NYT
- noisy in DS
- KG e…
-
Test with DocQA model ( with no-answer option)
DocQA - 70.71 & 79.48
DocQA (with distant supervision) - 71.61 & 82.43
Seeing probability distribution for plausible context is in next pla…
-