12 citations · 16 across the 2 of their papers we have counts for
3 papers
Combining Word Embeddings and N-grams for Unsupervised Document Summarization
Zhuolin Jiang, Manaj Srivastava, Sanjay Krishna +2
Graph-based extractive document summarization relies on the quality of the sentence similarity graph. Bag-of-words or tf-idf based sentence similarity uses exact word matching, but…
Statistical Machine Translation Features with Multitask Tensor Networks
Hendra Setiawan, Zhongqiang Huang, Jacob Devlin +4
We present a three-pronged approach to improving Statistical Machine Translation (SMT), building on recent success in the application of neural networks to SMT. First, we propose n…
Nymble: a High-Performance Learning Name-finder
Daniel M. Bikel, Scott Miller, Richard Schwartz +1
This paper presents a statistical, learned approach to finding names and other non-recursive entities in text (as per the MUC-6 definition of the NE task), using a variant of the s…