27 citations · 30 across the 4 of their papers we have counts for
5 papers
Generalized Zero-shot Intent Detection via Commonsense Knowledge
A. B. Siddique, Fuad Jamour, Luxun Xu +1
Identifying user intents from natural language utterances is a crucial step in conversational systems that has been extensively studied as a supervised classification problem. Howe…
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling
A. B. Siddique, Fuad Jamour, Vagelis Hristidis
Slot filling is identifying contiguous spans of words in an utterance that correspond to certain parameters (i.e., slots) of a user request/query. Slot filling is one of the most i…
Unsupervised Paraphrasing via Deep Reinforcement Learning
A. B. Siddique, Samet Oymak, Vagelis Hristidis
Paraphrasing is expressing the meaning of an input sentence in different wording while maintaining fluency (i.e., grammatical and syntactical correctness). Most existing work on pa…
App-Aware Response Synthesis for User Reviews
Umar Farooq, A. B. Siddique, Fuad Jamour +2
Responding to user reviews promptly and satisfactorily improves application ratings, which is key to application popularity and success. The proliferation of such reviews makes it…
Top-K Product Design Based on Collaborative Tagging Data
Mahashweta Das, Gautam Das, Vagelis Hristidis
The widespread use and popularity of collaborative content sites (e.g., IMDB, Amazon, Yelp, etc.) has created rich resources for users to consult in order to make purchasing decisi…