-
Chapter and Conference Paper
Improving Non-autoregressive Machine Translation with Soft-Masking
In recent years, non-autoregressive machine translation has achieved great success due to its promising inference speedup. Non-autoregressive machine translation reduces the decoding latency by generating the ...
-
Chapter and Conference Paper
Weighted Aggregator for the Open-World Knowledge Graph Completion
Open-world knowledge graph completion aims to find a set of missing triples through entity description, where entities can be either in or out of the graph. However, when aggregating entity description’s word ...
-
Chapter and Conference Paper
Combining External Sentiment Knowledge for Emotion Cause Detection
Emotion cause detection (ECD) that aims to extract the trigger event of a certain emotion explicitly expressed in text has become a hot topic in natural language processing. However, the performance of existi...
-
Chapter and Conference Paper
Assembling Chinese-Mongolian Speech Corpus via Crowdsourcing
Chinese-Mongolian Speech Corpus (CMSC) is utilized in many practical applications in recent years, and it is a kind of low-resource corpus due to its high-cost construction. We describe a crowdsourcing method...
-
Chapter and Conference Paper
Utilizing Crowdsourcing for the Construction of Chinese-Mongolian Speech Corpus with Evaluation Mechanism
Crowdsourcing has been used recently as an alternative to traditional costly annotation by many natural language processing groups. In this paper, we explore the use of Wechat Official Account Platform (WOAP) ...
-
Chapter and Conference Paper
A Method of Polarity Computation of Chinese Sentiment Words Based on Gaussian Distribution
Internet has become an excellent source for gathering consumer reviews, while opinion of consumer reviews expressed in sentiment words. However, due to the fuzziness of Chinese word itself, the sentiment judgm...