Китайский корпус

The errors in Chinese document are mainly caused in two stages - input and editing. There are homonyms or homophones selection error, ambiguous pronunciation error, word segmentation error, similar shape …...

Theoretically, an improvement in a language model occurs as the size of the n-grams increases from 3 to 5 or higher. As the n-gram size increases, the number of parameters …...

: Automatic term extraction is the first step towards automatic or semi-automatic update of existing domain knowledge base. Most of the researches applied word segmentation as a preproc- essing step …...

Domain adaptation is an important problem in named entity recognition (NER). NER classi- fiers usually lose accuracy in the domain trans- fer due to the different data distribution be- tween …...

Based on analysis of on-line review corpus we observe that most sentences have compli- cated opinion structures and they cannot be well represented by existing methods, such as frame-based and …...

AbstractPrevious studies on temporal relation extraction focus on mining sentence-level information or enforcing coherence on different temporal relation types among various event mentions in the same sentence or neighboring sentences, …...

AbstractGenerative dialog models usually adopt beam search as the inference method to generate responses. However, small-width beam search only focuses on the limited current optima. This deficiency named as myopic …...

AbstractRecent years have witnessed a surge of interest on response generation for neural conversation systems. Most existing models are implemented by following the Encoder-Decoder framework and operate sentences of conversations …...

AbstractDeletion-based sentence compression in the English language has made significant progress over the past few decades. However, there is a lack of large-scale and high-quality parallel corpus (i.e., (sentence, compression) …...

AbstractFigures of speech, such as metaphor and irony, are ubiquitous in literature works and colloquial conversations. This poses great challenge for natural language understanding since figures of speech usually deviate …...