b'Rahul Goel'

research

∙ 06/07/2023

FusedRF: Fusing Multiple Radiance Fields

Radiance Fields (RFs) have shown great potential to represent scenes fro...

0 Rahul Goel, et al. ∙

research

∙ 03/15/2023

PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs

Research interest in task-oriented dialogs has increased as systems such...

0 Rahul Goel, et al. ∙

research

∙ 12/27/2022

Interactive Segmentation of Radiance Fields

Radiance Fields (RF) are popular to represent casually-captured scenes f...

2 Rahul Goel, et al. ∙

research

∙ 12/19/2022

StyleTRF: Stylizing Tensorial Radiance Fields

Stylized view generation of scenes captured casually using a camera has ...

3 Rahul Goel, et al. ∙

research

∙ 12/15/2022

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue

Modern virtual assistants use internal semantic parsing engines to conve...

0 William Held, et al. ∙

research

∙ 11/14/2022

CST5: Data Augmentation for Code-Switched Semantic Parsing

Extending semantic parsers to code-switched input has been a challenging...

0 Anmol Agarwal, et al. ∙

research

∙ 08/19/2022

Gender gap in mobility outside home in urban India

India has one of the highest levels of gender inequality in the world. W...

0 Rahul Goel, et al. ∙

research

∙ 04/14/2022

Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning

Semantic parsing (SP) is a core component of modern virtual assistants l...

5 Geunseob Oh, et al. ∙

research

∙ 04/10/2022

Reducing Model Jitter: Stable Re-training of Semantic Parsers in Production Environments

Retraining modern deep learning systems can lead to variations in model ...

9 Christopher Hidey, et al. ∙

research

∙ 03/01/2022

TableFormer: Robust Transformer Modeling for Table-Text Encoding

Understanding tables is an important aspect of natural language understa...

5 Jingfeng Yang, et al. ∙

research

∙ 01/25/2022

Pre-Trained Language Transformers are Universal Image Classifiers

Facial images disclose many hidden personal traits such as age, gender, ...

37 Rahul Goel, et al. ∙

research

∙ 07/02/2021

Misinformation Detection on YouTube Using Video Captions

Millions of people use platforms such as YouTube, Facebook, Twitter, and...

10 Raj Jagtap, et al. ∙

research

∙ 04/19/2021

Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems

Traditional goal-oriented dialogue systems rely on various components su...

9 Anish Acharya, et al. ∙

research

∙ 10/15/2020

Continual Learning for Neural Semantic Parsing

A semantic parsing model is crucial to natural language processing appli...

0 Vladislav Lialin, et al. ∙

research

∙ 07/05/2019

Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues

Machine learning approaches for building task-oriented dialogue systems ...

0 Shachi Paul, et al. ∙

research

∙ 07/02/2019

MultiWOZ 2.1: Multi-Domain Dialogue State Corrections and State Tracking Baselines

MultiWOZ is a recently-released multidomain dialogue dataset spanning 7 ...

0 Mihail Eric, et al. ∙

research

∙ 07/01/2019

HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking

Recent works on end-to-end trainable neural network based approaches hav...

0 Rahul Goel, et al. ∙

research

∙ 04/30/2019

A guide to Value of Information methods for prioritising research in health impact modelling

Health impact simulation models are used to predict how a proposed inter...

0 Rob Johnson, et al. ∙

research

∙ 04/30/2019

Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators

Encoder-decoder based neural architectures serve as the basis of state-o...

0 Sanghyun Yi, et al. ∙

research

∙ 03/19/2019

Natural Language Generation at Scale: A Case Study for Open Domain Question Answering

Current approaches to Natural Language Generation (NLG) focus on domain-...

0 Alessandra Cervone, et al. ∙

research

∙ 03/11/2019

Practical Semantic Parsing for Spoken Language Understanding

Executable semantic parsing is the task of converting natural language u...

0 Marco Damonte, et al. ∙

research

∙ 11/30/2018

Detecting Offensive Content in Open-domain Conversations using Two Stage Semi-supervision

As open-ended human-chatbot interaction becomes commonplace, sensitive c...

0 Chandra Khatri, et al. ∙

research

∙ 11/30/2018

Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems

Goal-oriented dialogue systems typically rely on components specifically...

0 Rahul Goel, et al. ∙

research

∙ 11/01/2018

Online Embedding Compression for Text Classification using Low Rank Matrix Factorization

Deep learning models have become state of the art for natural language p...

0 Anish Acharya, et al. ∙

research

∙ 10/26/2018

Parsing Coordination for Spoken Language Understanding

Typical spoken language understanding systems provide narrow semantic pa...

0 Sanchit Agarwal, et al. ∙

research

∙ 10/18/2018

Contextual Topic Modeling For Dialog Systems

Accurate prediction of conversation topics can be a valuable signal for ...

0 Chandra Khatri, et al. ∙

research

∙ 05/05/2018

Modelling Competitive marketing strategies in Social Networks

In a competitive marketing, there are a large number of players which pr...

0 Rahul Goel, et al. ∙

research

∙ 02/08/2018

Estimating city-level travel patterns using street imagery: a case study of using Google Street View in Britain

Street imagery is a promising big data source providing current and hist...

0 Rahul Goel, et al. ∙

research

∙ 01/11/2018

On Evaluating and Comparing Conversational Agents

Conversational agents are exploding in popularity. However, much work re...

0 Anu Venkatesh, et al. ∙

research

∙ 09/07/2016

The Social Dynamics of Language Change in Online Networks

Language change is a complex social phenomenon, revealing pathways of co...

0 Rahul Goel, et al. ∙

Rahul Goel

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