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06/07/2023
FusedRF: Fusing Multiple Radiance Fields
Radiance Fields (RFs) have shown great potential to represent scenes fro...
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03/15/2023
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs
Research interest in task-oriented dialogs has increased as systems such...
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12/27/2022
Interactive Segmentation of Radiance Fields
Radiance Fields (RF) are popular to represent casually-captured scenes f...
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12/19/2022
StyleTRF: Stylizing Tensorial Radiance Fields
Stylized view generation of scenes captured casually using a camera has ...
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12/15/2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue
Modern virtual assistants use internal semantic parsing engines to conve...
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11/14/2022
CST5: Data Augmentation for Code-Switched Semantic Parsing
Extending semantic parsers to code-switched input has been a challenging...
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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...
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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...
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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 ...
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03/01/2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding
Understanding tables is an important aspect of natural language understa...
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01/25/2022
Pre-Trained Language Transformers are Universal Image Classifiers
Facial images disclose many hidden personal traits such as age, gender, ...
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07/02/2021
Misinformation Detection on YouTube Using Video Captions
Millions of people use platforms such as YouTube, Facebook, Twitter, and...
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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...
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10/15/2020
Continual Learning for Neural Semantic Parsing
A semantic parsing model is crucial to natural language processing appli...
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07/05/2019
Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues
Machine learning approaches for building task-oriented dialogue systems ...
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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 ...
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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...
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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...
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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...
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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-...
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03/11/2019
Practical Semantic Parsing for Spoken Language Understanding
Executable semantic parsing is the task of converting natural language u...
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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...
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11/30/2018
Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems
Goal-oriented dialogue systems typically rely on components specifically...
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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...
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10/26/2018
Parsing Coordination for Spoken Language Understanding
Typical spoken language understanding systems provide narrow semantic pa...
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10/18/2018
Contextual Topic Modeling For Dialog Systems
Accurate prediction of conversation topics can be a valuable signal for ...
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05/05/2018
Modelling Competitive marketing strategies in Social Networks
In a competitive marketing, there are a large number of players which pr...
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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...
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01/11/2018
On Evaluating and Comparing Conversational Agents
Conversational agents are exploding in popularity. However, much work re...
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09/07/2016