-
f776
Stored in directory: /private/var/folders/jq/3x3xv2ld5mgd27368fjdgypc0000gn/T/pip-ephem-wheel-cache-recrd_2t/wheels/c5/56/cc/e33d4a8cb4ffeb040d59ea08c4715d20806945dc80d3c25384
Building whee…
-
https://arxiv.org/abs/1803.11175
-
https://tfhub.dev/google/universal-sentence-encoder/2
-
## 論文リンク
https://arxiv.org/abs/1803.11175
## 公開日（yyyy/mm/dd）
2018/03/29
## 概要
sentence level での embedding として、典型的なベンチマークである Deep Averaging Network (DAN) と Transformer Encoder を使ったモデルを TensorF…
-
## 一言でいうと
転移学習用の文エンコーダーを開発。精度は高いがリソースも食うTransformerモデルと、精度は劣るが効率が良いDAN(単語とbigramのベクトルを平均して伝搬するだけのモデル)を提供。 SkipThought的な前後文予測、対話、文書分類でマルチタスク学習をすることで作成している。
### 論文リンク
https://arxiv.org/abs/1803…
-
### Discussed in https://github.com/mrdbourke/tensorflow-deep-learning/discussions/662
Originally posted by **moatednorth** July 31, 2024
Sequential api can't handle `hub.KerasLayer`
`
# C…
-
After I performed a bertattack on the previous data set, the bertattack on the next data set appeared. It has been running, but no progress and scores appeared. I was thinking that it should be a cert…
-
## 0. Paper
[Universal Sentence Encoder](https://arxiv.org/abs/1803.11175)
Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Ce ́spedes…
a1da4 updated
3 years ago
-
https://www.tensorflow.org/hub/tutorials/semantic_similarity_with_tf_hub_universal_encoder?hl=ja
-
Hey huge fan of this project. I'm very interested in using this for my own corpus. I just came to ask if you had tried this project on another corpus where you fine tune the embeddings first and how …