Search Results for author: Fuad Jamour

Found 3 papers, 0 papers with code

Generalized Zero-shot Intent Detection via Commonsense Knowledge

no code implementations4 Feb 2021 A. B. Siddique, Fuad Jamour, Luxun Xu, Vagelis Hristidis

Thus, these models should seamlessly adapt and classify utterances with both seen and unseen intents -- unseen intents emerge after deployment and they do not have training data.

Intent Detection

Linguistically-Enriched and Context-Aware Zero-shot Slot Filling

no code implementations16 Jan 2021 A. B. Siddique, Fuad Jamour, Vagelis Hristidis

Thus, it is imperative that these models seamlessly adapt and fill slots from both seen and unseen domains -- unseen domains contain unseen slot types with no training data, and even seen slots in unseen domains are typically presented in different contexts.

named-entity-recognition Named Entity Recognition +3

App-Aware Response Synthesis for User Reviews

no code implementations31 Jul 2020 Umar Farooq, A. B. Siddique, Fuad Jamour, Zhijia Zhao, Vagelis Hristidis

Solving the challenge by simply building a model per app (i. e., training with review-response pairs of a single app) may be insufficient because individual apps have limited review-response pairs, and such pairs typically lack the relevant information needed to respond to a new review.

Machine Reading Comprehension Response Generation

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