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09/18/2023
Few-Shot Adaptation for Parsing Contextual Utterances with LLMs
We evaluate the ability of semantic parsers based on large language mode...
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05/15/2023
Natural Language Decomposition and Interpretation of Complex Utterances
Natural language interfaces often require supervised data to translate u...
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04/15/2023
Surveillance Face Presentation Attack Detection Challenge
Face Anti-spoofing (FAS) is essential to secure face recognition systems...
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10/11/2022
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering
Given its effectiveness on knowledge-intensive natural language processi...
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09/16/2022
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
In a real-world dialogue system, generated responses must satisfy severa...
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07/29/2022
Self-organized Polygon Formation Control based on Distributed Estimation
This paper studies the problem of controlling a multi-robot system to ac...
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05/24/2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
In natural language understanding (NLU) production systems, users' evolv...
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06/09/2021
Salient Object Ranking with Position-Preserved Attention
Instance segmentation can detect where the objects are in an image, but ...
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05/31/2021
Parkinsonian Chinese Speech Analysis towards Automatic Classification of Parkinson's Disease
Speech disorders often occur at the early stage of Parkinson's disease (...
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09/24/2020
Task-Oriented Dialogue as Dataflow Synthesis
We describe an approach to task-oriented dialogue in which dialogue stat...
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08/31/2020
RESA: Recurrent Feature-Shift Aggregator for Lane Detection
Lane detection is one of the most important tasks in self-driving. Due t...
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05/06/2020
Building A User-Centric and Content-Driven Socialbot
To build Sounding Board, we develop a system architecture that is capabl...
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06/29/2019
Distributed Global Output-Feedback Control for a Class of Euler-Lagrange Systems
This published paper investigates the distributed tracking control probl...
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04/26/2018
Sounding Board: A User-Centric and Content-Driven Social Chatbot
We present Sounding Board, a social chatbot that won the 2017 Amazon Ale...
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08/16/2016
Learning Latent Local Conversation Modes for Predicting Community Endorsement in Online Discussions
Many social media platforms offer a mechanism for readers to react to co...
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08/06/2016
Bi-directional Attention with Agreement for Dependency Parsing
We develop a novel bi-directional attention model for dependency parsing...
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07/08/2015
Talking to the crowd: What do people react to in online discussions?
This paper addresses the question of how language use affects community ...
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05/07/2015
Language Models for Image Captioning: The Quirks and What Works
Two recent approaches have achieved state-of-the-art results in image ca...
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04/01/2015
Microsoft COCO Captions: Data Collection and Evaluation Server
In this paper we describe the Microsoft COCO Caption dataset and evaluat...
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11/18/2014