Dian Yu

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University of California-Davis ∙ Zhejiang University ∙ Tencent

Gunrock 2.0: A User Adaptive Social Conversational System

Gunrock 2.0 is built on top of Gunrock with an emphasis on user adaptati...
11/17/2020 ∙ by Kaihui Liang, et al. ∙ 0 ∙ share

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Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge

In this paper, we aim to extract commonsense knowledge to improve machin...
09/12/2020 ∙ by Kai Sun, et al. ∙ 0 ∙ share

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A Efficient Multimodal Framework for Large Scale Emotion Recognition by Fusing Music and Electrodermal Activity Signals

Considerable attention has been paid for physiological signal-based emot...
08/22/2020 ∙ by Guanghao Yin, et al. ∙ 0 ∙ share

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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension

In this paper, we study machine reading comprehension (MRC) on long text...
05/16/2020 ∙ by Hongyu Gong, et al. ∙ 0 ∙ share

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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehensio

In this paper, we study machine reading comprehension (MRC) on long text...
05/16/2020 ∙ by Hongyu Gong, et al. ∙ 0 ∙ share

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Dialogue-Based Relation Extraction

We present the first human-annotated dialogue-based relation extraction ...
04/17/2020 ∙ by Dian Yu, et al. ∙ 0 ∙ share

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CLUE: A Chinese Language Understanding Evaluation Benchmark

We introduce CLUE, a Chinese Language Understanding Evaluation benchmark...
04/13/2020 ∙ by Liang Xu, et al. ∙ 0 ∙ share

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Exploration Based Language Learning for Text-Based Games

This work presents an exploration and imitation-learning-based agent cap...
01/24/2020 ∙ by Andrea Madotto, et al. ∙ 27 ∙ share

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Filling Conversation Ellipsis for Better Social Dialog Understanding

The phenomenon of ellipsis is prevalent in social conversations. Ellipsi...
11/25/2019 ∙ by Xiyuan Zhang, et al. ∙ 0 ∙ share

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Gunrock: A Social Bot for Complex and Engaging Long Conversations

Gunrock is the winner of the 2018 Amazon Alexa Prize, as evaluated by co...
10/07/2019 ∙ by Dian Yu, et al. ∙ 0 ∙ share

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Improving Pre-Trained Multilingual Models with Vocabulary Expansion

Recently, pre-trained language models have achieved remarkable success i...
09/26/2019 ∙ by Hai Wang, et al. ∙ 0 ∙ share

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Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach

Recently, pretrained language models (e.g., BERT) have achieved great su...
09/20/2019 ∙ by Shiyang Li, et al. ∙ 0 ∙ share

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Dependency Parsing for Spoken Dialog Systems

Dependency parsing of conversational input can play an important role in...
09/07/2019 ∙ by Sam Davidson, et al. ∙ 0 ∙ share

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MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversations

Dialog act prediction is an essential language comprehension task for bo...
08/27/2019 ∙ by Dian Yu, et al. ∙ 0 ∙ share

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User independent Emotion Recognition with Residual Signal-Image Network

User independent emotion recognition with large scale physiological sign...
08/10/2019 ∙ by Guanghao Yin, et al. ∙ 0 ∙ share

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Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension

With an ultimate goal of narrowing the gap between human and machine rea...
04/21/2019 ∙ by Kai Sun, et al. ∙ 0 ∙ share

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Evidence Sentence Extraction for Machine Reading Comprehension

Recently remarkable success has been achieved in machine reading compreh...
02/23/2019 ∙ by Hai Wang, et al. ∙ 0 ∙ share

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Improving Question Answering with External Knowledge

Prior background knowledge is essential for human reading and understand...
02/03/2019 ∙ by Xiaoman Pan, et al. ∙ 0 ∙ share

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DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension

We present DREAM, the first dialogue-based multiple-choice reading compr...
02/01/2019 ∙ by Kai Sun, et al. ∙ 0 ∙ share

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Improving Machine Reading Comprehension with General Reading Strategies

Reading strategies have been shown to improve comprehension levels, espe...
10/31/2018 ∙ by Kai Sun, et al. ∙ 0 ∙ share

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Dian Yu

Featured Co-authors

Dan Roth

Dong Yu

Chao Li

Yejin Choi

Zhou Yu

Yu Li

Claire Cardie

Heng Ji

Andrea Madotto

Hui Zhang

Kai Sun

Gunrock 2.0: A User Adaptive Social Conversational System

Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge

A Efficient Multimodal Framework for Large Scale Emotion Recognition by Fusing Music and Electrodermal Activity Signals

Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension

Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehensio

Dialogue-Based Relation Extraction

CLUE: A Chinese Language Understanding Evaluation Benchmark

Exploration Based Language Learning for Text-Based Games

Filling Conversation Ellipsis for Better Social Dialog Understanding

Gunrock: A Social Bot for Complex and Engaging Long Conversations

Improving Pre-Trained Multilingual Models with Vocabulary Expansion

Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach

Dependency Parsing for Spoken Dialog Systems

MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversations

User independent Emotion Recognition with Residual Signal-Image Network

Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension

Evidence Sentence Extraction for Machine Reading Comprehension

Improving Question Answering with External Knowledge

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension

Improving Machine Reading Comprehension with General Reading Strategies