Zobrazeno 1 - 10
of 26
pro vyhledávání: '"Arash Einolghozati"'
Publikováno v:
AAAI
The task of identifying out-of-domain (OOD) input examples directly at test-time has seen renewed interest recently due to increased real world deployment of models. In this work, we focus on OOD detection for natural language sentence inputs to task
Publikováno v:
EACL
Being able to parse code-switched (CS) utterances, such as Spanish+English or Hindi+English, is essential to democratize task-oriented semantic parsing systems for certain locales. In this work, we focus on Spanglish (Spanish+English) and release a d
Autor:
Haoran Li, Arash Einolghozati, Srinivasan Iyer, Bhargavi Paranjape, Yashar Mehdad, Sonal Gupta, Marjan Ghazvininejad
Publikováno v:
Proceedings of the Third Workshop on New Frontiers in Summarization.
Publikováno v:
EMNLP (1)
We introduce a new task of rephrasing for a more natural virtual assistant. Currently, virtual assistants work in the paradigm of intent slot tagging and the slot values are directly passed as-is to the execution engine. However, this setup fails in
Publikováno v:
Proceedings of the VLDB Endowment. 11:1084-1096
The web contains countless semi-structured websites, which can be a rich source of information for populating knowledge bases. Existing methods for extracting relations from the DOM trees of semi-structured webpages can achieve high precision and rec
Autor:
Caitlin M. Austin, Faramarz Fekri, Arash Einolghozati, Jorge E. Perdomo, Raghupathy Sivakumar, Sagar C. Patel, Yubing Jian, Craig R. Forest, Ian F. Akyildiz, Bhuvana Krishnaswamy, A. Ozan Bicen
Publikováno v:
Nano Communication Networks. 12:1-11
We present nanoNS3 , a network simulator for modeling Bacterial Molecular Communication (BMC) networks. nanoNS3 is built atop the Network Simulator 3 (ns-3). nanoNS3 is designed to achieve the following goals: 1) accurately and realistically model th
Publikováno v:
IEEE Transactions on Molecular, Biological and Multi-Scale Communications. 3:106-117
One of the long-term goals of synthetic biology is to reliably engineer biological systems that perform human-defined functions such as sensing, monitoring, and processing. Molecular sensing via biological cells is often performed through receptors w
Publikováno v:
Nano Communication Networks. 7:17-26
The prospect of new biological and industrial applications that require communication in micro-scale, encourages research on the design of bio-compatible communication networks using networking primitives already available in nature. One of the most
Autor:
Arash Einolghozati, Faramarz Fekri
Publikováno v:
IEEE Journal on Selected Areas in Communications. 34:615-624
Despite recent advances in molecular communication among bio agents, the design of reliable communication schemes remains an open problem. One of the requirements is to develop suitable coding schemes, which meet the molecular communication specific
Publikováno v:
ITW
In this paper, we propose using stochastic framework for computations by biological cells. The key observation is that the input molecules activate receptors of a biological cell independently with probability p that is dependent on the molecule's co