Shahin Shayandeh

Senior Research Eng Manager, Apple

Joined

September 2021

Names

Shahin Shayandeh (Preferred)

Emails

****@microsoft.com (Confirmed)

****@gmail.com (Confirmed)

****@fb.com (Confirmed)

****@apple.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Senior Research Eng Manager

Apple (apple.com)

2023 – Present

Research Engineer

Facebook AI (fb.com)

2021 – 2023

Research Engineer

Microsoft Research (microsoft.com)

2010 – 2021

PhD student

University of Southern California (usc.edu)

2006 – 2010

Advisors, Relations & Conflicts

PhD Advisor

Shahram Ghandeharizadeh

2006 – 2010

Expertise

Conversational AI

2018 – Present

Database Systems; Distributed System

2006 – Present

Publications

AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model
Prajjwal Bhargava, Pooyan Amini, Shahin Shayandeh, Chinnadhurai Sankar
- 2023 (modified: 10 Apr 2023)
- CoRR 2023
- Readers: Everyone
Database Search Results Disambiguation for Task-Oriented Dialog Systems
Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
- 2022 (modified: 11 Oct 2022)
- NAACL-HLT 2022
- Readers: Everyone
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics
Hyundong Justin Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
- 2022 (modified: 06 Mar 2023)
- EMNLP (Findings) 2022
- Readers: Everyone
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
- 2021 (modified: 15 May 2022)
- Trans. Assoc. Comput. Linguistics 2021
- Readers: Everyone
Database Search Results Disambiguation for Task-Oriented Dialog Systems
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
- 2021 (modified: 11 Oct 2022)
- CoRR 2021
- Readers: Everyone
CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance
Hyundong Justin Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
- 2021 (modified: 08 Dec 2022)
- CoRR 2021
- Readers: Everyone
Overview of the Ninth Dialog System Technology Challenge: DSTC9
R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang et al. (18 additional authors not shown)
- 2020 (modified: 30 Sept 2024)
- CoRR 2020
- Readers: Everyone
Guided Dialogue Policy Learning without Adversarial Learning in the Loop
Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, Jianfeng Gao
- 2020 (modified: 08 Jan 2026)
- EMNLP (Findings) 2020
- Readers: Everyone
Robust Conversational AI with Grounded Text Generation
Jianfeng Gao, Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Heung-Yeung Shum
- 2020 (modified: 15 May 2022)
- CoRR 2020
- Readers: Everyone
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
- 2020 (modified: 15 May 2022)
- CoRR 2020
- Readers: Everyone

View all 23 publications

Co-Authors

View all 65 co-authors