In this paper, we propose a bilingual word embedding frame- work by exploiting syntactic dependencies (DepBiWE). We consider different syntactic structures ...
To address this issue of different syntactics across different languages, we propose a model of bilingual word embeddings integrating syntactic dependencies ( ...
To address this issue of different syntactics across different languages, we propose a model of bilingual word embedding integrating syntactic dependencies ( ...
Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies · Computer Science, Linguistics. IJCAI · 2018.
In this paper, we introduce a divide-and-conquer algorithm to improve sentence alignment speed. We utilize external bilingual sentence embeddings to find ...
The main contribution in this paper is to consider different syntactic structures in learning bilingual word representations without word alignment. In this ...
Mar 3, 2024 · Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies. Linli Xu, Wenjun Ouyang, Xiaoying Ren, Yang Wang ...
Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies. L Xu, W Ouyang, X Ren, Y Wang, L Jiang. IJCAI, 4517-4524, 2018.
In this work, we present an effective method for semantic specialization of word vector representations. To this end, we use tradi- tional word embeddings ...
Highlights · A joint syntactic-semantic embedding model which both enriches word embeddings and generates distributed representations for syntactic structures.
Missing: Bilingual | Show results with:Bilingual