Gokhan Tur | DeepAI

AI Chat

Featured Co-authors

Jianfeng Gao
241 publications
Bing Liu
102 publications
Yun-Nung Chen
67 publications
Dilek Hakkani-Tur
65 publications
Asli Celikyilmaz
59 publications
Andrea Madotto
54 publications
Ankur Bapna
47 publications
Shuai Zheng
47 publications
Dian Yu
45 publications
Rahul Gupta
42 publications
Hu Xu
40 publications

∙ 08/02/2022

AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model

In this work, we demonstrate that multilingual large-scale sequence-to-s...

1 Saleh Soltan, et al. ∙

∙ 06/15/2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems

We present results from a large-scale experiment on pretraining encoders...

10 Jack FitzGerald, et al. ∙

∙ 10/01/2021

TEACh: Task-driven Embodied Agents that Chat

Robots operating in human spaces must be able to engage in natural langu...

7 Aishwarya Padmakumar, et al. ∙

∙ 06/15/2021

Generative Conversational Networks

Inspired by recent work in meta-learning and generative teaching network...

0 Alexandros Papangelis, et al. ∙

∙ 05/24/2021

Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation

GuessWhat?! is a two-player visual dialog guessing game where player A a...

9 Tao Tu, et al. ∙

∙ 03/26/2021

Correcting Automated and Manual Speech Transcription Errors using Warped Language Models

Masked language models have revolutionized natural language processing s...

0 Mahdi Namazifar, et al. ∙

∙ 01/09/2021

Are We There Yet? Learning to Localize in Embodied Instruction Following

Embodied instruction following is a challenging problem requiring an age...

7 Shane Storks, et al. ∙

∙ 12/29/2020

Can You be More Social? Injecting Politeness and Positivity into Task-Oriented Conversational Agents

Goal-oriented conversational agents are becoming prevalent in our daily ...

0 Yi-Chia Wang, et al. ∙

∙ 12/02/2020

Interactive Teaching for Conversational AI

Current conversational AI systems aim to understand a set of pre-designe...

0 Qing Ping, et al. ∙

∙ 11/21/2020

LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering

The predominant approach to visual question answering (VQA) relies on en...

0 Weixin Liang, et al. ∙

∙ 11/05/2020

Language Model is All You Need: Natural Language Understanding as Question Answering

Different flavors of transfer learning have shown tremendous impact in a...

0 Mahdi Namazifar, et al. ∙

∙ 11/03/2020

Warped Language Models for Noise Robust Language Understanding

Masked Language Models (MLM) are self-supervised neural networks trained...

0 Mahdi Namazifar, et al. ∙

∙ 09/25/2020

Controllable Text Generation with Focused Variation

This work introduces Focused-Variation Network (FVN), a novel model to c...

0 Lei Shu, et al. ∙

∙ 03/20/2020

Improving Embedding Extraction for Speaker Verification with Ladder Network

Speaker verification is an established yet challenging task in speech pr...

0 Fei Tao, et al. ∙

∙ 02/16/2020

Multi-Task Siamese Neural Network for Improving Replay Attack Detection

Automatic speaker verification systems are vulnerable to audio replay at...

0 Patrick von Platen, et al. ∙

∙ 01/28/2020

Joint Contextual Modeling for ASR Correction and Language Understanding

The quality of automatic speech recognition (ASR) is critical to Dialogu...

0 Yue Weng, et al. ∙

∙ 01/24/2020

Exploration Based Language Learning for Text-Based Games

This work presents an exploration and imitation-learning-based agent cap...

27 Andrea Madotto, et al. ∙

∙ 01/17/2020

Plato Dialogue System: A Flexible Conversational AI Research Platform

As the field of Spoken Dialogue Systems and Conversational AI grows, so ...

18 Alexandros Papangelis, et al. ∙

∙ 08/06/2019

Flexibly-Structured Model for Task-Oriented Dialogues

This paper proposes a novel end-to-end architecture for task-oriented di...

1 Lei Shu, et al. ∙

∙ 07/18/2019

OCC: A Smart Reply System for Efficient In-App Communications

Smart reply systems have been developed for various messaging platforms....

9 Yue Weng, et al. ∙

∙ 07/11/2019

Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning

We present the first complete attempt at concurrently training conversat...

0 Alexandros Papangelis, et al. ∙

∙ 11/11/2018

User Modeling for Task Oriented Dialogues

We introduce end-to-end neural network based models for simulating users...

0 Izzeddin Gür, et al. ∙

∙ 04/18/2018

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems

In this work, we present a hybrid learning method for training task-orie...

0 Bing Liu, et al. ∙

∙ 01/15/2018

Building a Conversational Agent Overnight with Dialogue Self-Play

We propose Machines Talking To Machines (M2M), a framework combining aut...

0 Pararth Shah, et al. ∙

∙ 11/29/2017

End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning

In this paper, we present a neural network based task-oriented dialogue ...

0 Bing Liu, et al. ∙

∙ 07/07/2017

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling

State-of-the-art slot filling models for goal-oriented human/machine con...

0 Ankur Bapna, et al. ∙

∙ 05/08/2017

Sequential Dialogue Context Modeling for Spoken Language Understanding

Spoken Language Understanding (SLU) is a key component of goal oriented ...

0 Ankur Bapna, et al. ∙

∙ 09/12/2016

Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks

Natural language understanding (NLU) is a core component of a spoken dia...

0 Yun-Nung Chen, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world