People

Anuj Kumar

Research Scientist Manager

I am an engineering manager in the Messenger Assistant group, helping with core relevancy, personalization and natural language understanding (NLU). Before joining Facebook, I was at Apple Siri, managing the machine learning efforts for the NLU group. I graduated from CMU with a PhD in language technologies and human-computer interaction.

Interests

Natural language understanding (NLU), personalization, and recommendation systems

Latest Publications

Memory Grounded Conversational Reasoning

Shane Moon, Pararth Shah, Anuj Kumar, Rajen Subba

EMNLP - November 5, 2019

OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs

Shane Moon, Pararth Shah, Anuj Kumar, Rajen Subba

ACL - July 29, 2019

Explore-Exploit: A Framework for Interactive and Online Learning

Honglei Liu, Anuj Kumar, Wenhai Yang, Benoit Dumoulin

Systems for Machine Learning Workshop at NeurIPS 2018 - December 3, 2018

Semantic Parsing for Task Oriented Dialog using Hierarchical Representations

Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis

EMNLP 2018 - October 31, 2018

Towards End-to-End Spoken Language Understanding

Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen, Anuj Kumar, Baiyang Liu, Yoshua Bengio

ICASSP 2018 - April 15, 2018