-
## 0. Paper
@inproceedings{athiwaratkun-wilson-2017-multimodal,
title = "Multimodal Word Distributions",
author = "Athiwaratkun, Ben and
Wilson, Andrew",
booktitle = "Proceedin…
a1da4 updated
3 years ago
-
**What's your use case?**
In computational linguistics, one often observes sums of attributes, i.e. sum of word counts. One can add Word count with Statistics widget, but it is nigh impossi…
-
-
Post your response to our challenge questions.
Articulate a one-sentence computational linguistics hunch or hypothesis regarding the distribution of words, phrases or parsed claims within your corp…
-
## 0. Paper
@inproceedings{riedl-biemann-2013-scaling,
title = "Scaling to Large{\mbox{$^3$}} Data: An Efficient and Effective Method to Compute Distributional Thesauri",
author = "Riedl, M…
a1da4 updated
4 years ago
-
## 0. Paper
@inproceedings{vulic-mrksic-2018-specialising,
title = "Specialising Word Vectors for Lexical Entailment",
author = "Vuli{\'c}, Ivan and
Mrk{\v{s}}i{\'c}, Nikola",
…
a1da4 updated
3 years ago
-
## 0. Paper
@inproceedings{huang-etal-2012-improving,
title = "Improving Word Representations via Global Context and Multiple Word Prototypes",
author = "Huang, Eric and
Socher, Ric…
a1da4 updated
3 years ago
-
## 0. Paper
@inproceedings{dubossarsky-etal-2019-time,
title = "Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change",
author = "Dubossarsky, Haim and
Hengc…
a1da4 updated
4 years ago
-
## 0. Paper
@inproceedings{kepler-etal-2019-openkiwi,
title = "{O}pen{K}iwi: An Open Source Framework for Quality Estimation",
author = "Kepler, Fabio and
Tr{\'e}nous, Jonay and
…
a1da4 updated
4 years ago
-
## 一言でいうと
Self-Attentionはトークン単体を重視する傾向があり、このため長い系列の学習に弱い。そこで、単語周辺のコンテキストを考慮できるようPoint / Depth wiseのConvolutionを併用するという提案。翻訳におけるBLEUスコアの向上を確認、Point wiseの組み合わせだけでも効果あり。
![image](https://user-image…