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ACL
2015
10 years 2 months ago
A Hierarchical Neural Autoencoder for Paragraphs and Documents
Natural language generation of coherent long texts like paragraphs or longer documents is a challenging problem for recurrent networks models. In this paper, we explore an importa...
Jiwei Li, Minh-Thang Luong, Dan Jurafsky
ACL
2015
10 years 2 months ago
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
We present AutoExtend, a system to learn embeddings for synsets and lexemes. It is flexible in that it can take any word embeddings as input and does not need an additional train...
Sascha Rothe, Hinrich Schütze
ACL
2015
10 years 2 months ago
Abstractive Multi-Document Summarization via Phrase Selection and Merging
Lidong Bing, Piji Li, Yi Liao, Wai Lam, Weiwei Guo...
ACL
2015
10 years 2 months ago
Automatic Detection of Sentence Fragments
We present and evaluate a method for automatically detecting sentence fragments in English texts written by non-native speakers. Our method combines syntactic parse tree patterns ...
Chak Yan Yeung, John Lee
ACL
2015
10 years 2 months ago
Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
It has been extensively observed that languages minimise the distance between two related words. Dependency length minimisation effects are explained as a means to reduce memory l...
Kristina Gulordava, Paola Merlo, Benoît Crab...