Search Results - "Shayandeh, Shahin"

Soloist: Building Task Bots at Scale with Transfer Learning and Machine Teaching by Peng, Baolin, Li, Chunyuan, Li, Jinchao, Shayandeh, Shahin, Liden, Lars, Gao, Jianfeng

“…We present a new method, Soloist, that uses transfer learning and machine teaching to build task bots at scale. We parameterize classical modular task-oriented…”
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S oloist : BuildingTask Bots at Scale with Transfer Learning and Machine Teaching by Peng, Baolin, Li, Chunyuan, Li, Jinchao, Shayandeh, Shahin, Liden, Lars, Gao, Jianfeng

“…Abstract We present a new method, Soloist,1 that uses transfer learning and machine teaching to build task bots at scale. We parameterize classical modular…”
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S oloist : Building Task Bots at Scale with Transfer Learning and Machine Teaching by Peng, Baolin, Li, Chunyuan, Li, Jinchao, Shayandeh, Shahin, Liden, Lars, Gao, Jianfeng

“…We present a new method, , that uses transfer learning and machine teaching to build task bots at scale. We parameterize classical modular task-oriented dialog…”
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Overview of the Ninth Dialog System Technology Challenge: DSTC9 by Gunasekara, Chulaka, Kim, Seokhwan, D'Haro, Luis Fernando, Rastogi, Abhinav, Chen, Yun-Nung, Eric, Mihail, Hedayatnia, Behnam, Gopalakrishnan, Karthik, Liu, Yang, Huang, Chao-Wei, Hakkani-Tur, Dilek, Li, Jinchao, Zhu, Qi, Luo, Lingxiao, Liden, Lars, Huang, Kaili, Shayandeh, Shahin, Liang, Runze, Peng, Baolin, Zhang, Zheng, Shukla, Swadheen, Huang, Minlie, Gao, Jianfeng, Mehri, Shikib, Feng, Yulan, Gordon, Carla, Alavi, Seyed Hossein, Traum, David, Eskenazi, Maxine, Beirami, Ahmad, Cho, Eunjoon, Crook, Paul A., De, Ankita, Geramifard, Alborz, Kottur, Satwik, Moon, Seungwhan, Poddar, Shivani, Subba, Rajen

“…This paper introduces the Ninth Dialog System Technology Challenge (DSTC-9). This edition of the DSTC focuses on applying end-to-end dialog technologies for…”
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AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model by Bhargava, Prajjwal, Amini, Pooyan, Shayandeh, Shahin, Sankar, Chinnadhurai

“…As large dialogue models become commonplace in practice, the problems surrounding high compute requirements for training, inference and larger memory footprint…”
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Domical: A new cooperative caching framework for streaming media in wireless home networks by Shayandeh, Shahin

“…Wireless home networks are widely deployed due to their low cost, ease of installation, and plug-and-play capabilities with consumer electronic devices…”
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Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems by Su, Hsuan, Qian, Rebecca, Sankar, Chinnadhurai, Shayandeh, Shahin, Chen, Shang-Tse, Lee, Hung-yi, Bikel, Daniel M

“…Recent works have shown considerable improvements in task-oriented dialogue (TOD) systems by utilizing pretrained large language models (LLMs) in an end-to-end…”
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Database Search Results Disambiguation for Task-Oriented Dialog Systems by Qian, Kun, Beirami, Ahmad, Kottur, Satwik, Shayandeh, Shahin, Crook, Paul, Geramifard, Alborz, Yu, Zhou, Sankar, Chinnadhurai

“…As task-oriented dialog systems are becoming increasingly popular in our lives, more realistic tasks have been proposed and explored. However, new practical…”
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Greedy Cache Management Techniques for Mobile Devices by Ghandeharizadeh, S., Shayandeh, S.

“…Mobile devices are configured with one or more wireless cards that provide limited radio-range and unreliable transmission. These energy-constrained devices…”
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Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics by Cho, Hyundong, Sankar, Chinnadhurai, Lin, Christopher, Sadagopan, Kaushik Ram, Shayandeh, Shahin, Celikyilmaz, Asli, May, Jonathan, Beirami, Ahmad

“…Recent works that revealed the vulnerability of dialogue state tracking (DST) models to distributional shifts have made holistic comparisons on robustness and…”
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Robust Conversational AI with Grounded Text Generation by Gao, Jianfeng, Peng, Baolin, Li, Chunyuan, Li, Jinchao, Shayandeh, Shahin, Liden, Lars, Shum, Heung-Yeung

“…This article presents a hybrid approach based on a Grounded Text Generation (GTG) model to building robust task bots at scale. GTG is a hybrid model which uses…”
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SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching by Peng, Baolin, Li, Chunyuan, Li, Jinchao, Shayandeh, Shahin, Liden, Lars, Gao, Jianfeng

“…We present a new method SOLOIST that uses transfer learning and machine teaching to build task bots at scale. We parameterize classical modular task-oriented…”
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Conversation Learner -- A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems by Shukla, Swadheen, Liden, Lars, Shayandeh, Shahin, Kamal, Eslam, Li, Jinchao, Mazzola, Matt, Park, Thomas, Peng, Baolin, Gao, Jianfeng

“…Traditionally, industry solutions for building a task-oriented dialog system have relied on helping dialog authors define rule-based dialog managers,…”
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Guided Dialog Policy Learning without Adversarial Learning in the Loop by Li, Ziming, Lee, Sungjin, Peng, Baolin, Li, Jinchao, Kiseleva, Julia, de Rijke, Maarten, Shayandeh, Shahin, Gao, Jianfeng

“…Findings of EMNLP 2020 Reinforcement Learning (RL) methods have emerged as a popular choice for training an efficient and effective dialogue policy. However,…”
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To Share or Not to Share Storage in Mesh Networks: A System Throughput Perspective by Ghandeharizadeh, S., Shayandeh, S., Tooraj Helmi

“…While the cost per megabyte of storage is economical, sharing storage might be expensive because delivery of a clip occupying the shared storage requires…”
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Overview of the Ninth Dialog System Technology Challenge: DSTC9 by Gunasekara, Chulaka, Kim, Seokhwan, D'Haro, Luis Fernando, Rastogi, Abhinav, Chen, Yun-Nung, Eric, Mihail, Hedayatnia, Behnam, Gopalakrishnan, Karthik, Liu, Yang, Huang, Chao-Wei, Hakkani-Tür, Dilek, Li, Jinchao, Zhu, Qi, Luo, Lingxiao, Liden, Lars, Huang, Kaili, Shayandeh, Shahin, Liang, Runze, Peng, Baolin, Zhang, Zheng, Shukla, Swadheen, Huang, Minlie, Gao, Jianfeng, Mehri, Shikib, Feng, Yulan, Gordon, Carla, Alavi, Seyed Hossein, Traum, David, Eskenazi, Maxine, Beirami, Ahmad, Eunjoon, Cho, Crook, Paul A, De, Ankita, Geramifard, Alborz, Kottur, Satwik, Moon, Seungwhan, Poddar, Shivani, Subba, Rajen

“…This paper introduces the Ninth Dialog System Technology Challenge (DSTC-9). This edition of the DSTC focuses on applying end-to-end dialog technologies for…”
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You Share, I Share: Network Effects and Economic Incentives in P2P File-Sharing Systems by Salek, Mahyar, Shayandeh, Shahin, Kempe, David

“…We study the interaction between network effects and external incentives on file sharing behavior in Peer-to-Peer (P2P) networks. Many current or envisioned…”
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An Evaluation of Two Domical Block Replacement Techniques for Streaming Media in Wireless Home Networks by Ghandeharizadeh, S., Shayandeh, S.

“…Wireless mesh home networks are deployed widely due to their ease of installation and economical prices. A typical network may consist of a handful of devices…”
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