68 citations · 96 across the 4 of their papers we have counts for
4 papers
Dialog Context Language Modeling with Recurrent Neural Networks
Bing Liu, Ian Lane
In this work, we propose contextual language models that incorporate dialog level discourse information into language modeling. Previous works on contextual language model treat pr…
Supervised Opinion Aspect Extraction by Exploiting Past Extraction Results
Lei Shu, Bing Liu, Hu Xu +1
One of the key tasks of sentiment analysis of product reviews is to extract product aspects or features that users have expressed opinions on. In this work, we focus on using super…
Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks
Bing Liu, Ian Lane
Speaker intent detection and semantic slot filling are two critical tasks in spoken language understanding (SLU) for dialogue systems. In this paper, we describe a recurrent neural…
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling
Bing Liu, Ian Lane
Attention-based encoder-decoder neural network models have recently shown promising results in machine translation and speech recognition. In this work, we propose an attention-bas…