b'Xiaodong He'

research

∙ 09/05/2023

Leveraging Label Information for Multimodal Emotion Recognition

Multimodal emotion recognition (MER) aims to detect the emotional status...

0 Peiying Wang, et al. ∙

research

∙ 06/16/2023

AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets

High-quality data is essential for conversational recommendation systems...

0 Yu Lu, et al. ∙

research

∙ 05/08/2023

Learning to Generate Poetic Chinese Landscape Painting with Calligraphy

In this paper, we present a novel system (denoted as Polaca) to generate...

0 Shaozu Yuan, et al. ∙

research

∙ 02/22/2023

A Novel Vector-Field-Based Motion Planning for 3D Nonholonomic Robots

This paper focuses on the motion planning for mobile robots in 3D, which...

0 Xiaodong He, et al. ∙

research

∙ 11/27/2022

SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation

Recently, the contrastive language-image pre-training, e.g., CLIP, has d...

0 Huaishao Luo, et al. ∙

research

∙ 11/11/2022

MaskedSpeech: Context-aware Speech Synthesis with Masking Strategy

Humans often speak in a continuous manner which leads to coherent and co...

0 Ya-Jie Zhang, et al. ∙

research

∙ 11/10/2022

MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking

Dialogue state tracking (DST) aims to convert the dialogue history into ...

0 Haoning Zhang, et al. ∙

research

∙ 11/02/2022

Multi-Speaker Multi-Style Speech Synthesis with Timbre and Style Disentanglement

Disentanglement of a speaker's timbre and style is very important for st...

0 Wei Song, et al. ∙

research

∙ 10/26/2022

UFO2: A unified pre-training framework for online and offline speech recognition

In this paper, we propose a Unified pre-training Framework for Online an...

0 Li Fu, et al. ∙

research

∙ 10/19/2022

MuGER^2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering

Hybrid question answering (HQA) aims to answer questions over heterogene...

0 Yingyao Wang, et al. ∙

research

∙ 10/17/2022

Mars: Semantic-aware Contrastive Learning for End-to-End Task-Oriented Dialog

Traditional end-to-end task-oriented dialog systems first convert dialog...

0 Haipeng Sun, et al. ∙

research

∙ 10/15/2022

UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation

Question answering requiring discrete reasoning, e.g., arithmetic comput...

0 Yongwei Zhou, et al. ∙

research

∙ 09/02/2022

Simultaneous Position and Orientation Planning of Nonholonomic Multi-Robot Systems: A Dynamic Vector Field Approach

This paper considers the simultaneous position and orientation planning ...

0 Xiaodong He, et al. ∙

research

∙ 08/26/2022

AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL

This study investigates the task of knowledge-based question generation ...

0 Guanming Xiong, et al. ∙

research

∙ 08/01/2022

Composable Text Control Operations in Latent Space with Ordinary Differential Equations

Real-world text applications often involve composing a wide range of tex...

3 Guangyi Liu, et al. ∙

research

∙ 05/10/2022

Flow Completion Network: Inferring the Fluid Dynamics from Incomplete Flow Information using Graph Neural Networks

This paper introduces a novel neural network – the flow completion netwo...

0 Xiaodong He, et al. ∙

research

∙ 05/05/2022

BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog

A typical end-to-end task-oriented dialog system transfers context into ...

0 Haipeng Sun, et al. ∙

research

∙ 04/22/2022

SE-GAN: Skeleton Enhanced GAN-based Model for Brush Handwriting Font Generation

Previous works on font generation mainly focus on the standard print fon...

0 Shaozu Yuan, et al. ∙

research

∙ 04/18/2022

Gated Multimodal Fusion with Contrastive Learning for Turn-taking Prediction in Human-robot Dialogue

Turn-taking, aiming to decide when the next speaker can start talking, i...

1 Jiudong Yang, et al. ∙

research

∙ 03/22/2022

Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis

Building Spoken Language Understanding (SLU) robust to Automatic Speech ...

4 Zexun Wang, et al. ∙

research

∙ 01/18/2022

Cross-modal Contrastive Distillation for Instructional Activity Anticipation

In this study, we aim to predict the plausible future action steps given...

0 Zhengyuan Yang, et al. ∙

research

∙ 10/26/2021

ViDA-MAN: Visual Dialog with Digital Humans

We demonstrate ViDA-MAN, a digital-human agent for multi-modal interacti...

0 Tong Shen, et al. ∙

research

∙ 10/08/2021

SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition

End-to-end Automatic Speech Recognition (ASR) models are usually trained...

7 Li Fu, et al. ∙

research

∙ 09/27/2021

The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service

With the development of the Internet, more and more people get accustome...

0 Nan Zhao, et al. ∙

research

∙ 08/18/2021

EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension

Reasoning machine reading comprehension (R-MRC) aims to answer complex q...

0 Yongwei Zhou, et al. ∙

research

∙ 06/09/2021

Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System

Recent work (Takanobu et al., 2020) proposed the system-wise evaluation ...

0 Zichuan Lin, et al. ∙

research

∙ 06/02/2021

RevCore: Review-augmented Conversational Recommendation

Existing conversational recommendation (CR) systems usually suffer from ...

0 Yu Lu, et al. ∙

research

∙ 05/13/2021

Conversational AI Systems for Social Good: Opportunities and Challenges

Conversational artificial intelligence (ConvAI) systems have attracted m...

0 Peng Qi, et al. ∙

research

∙ 04/14/2021

K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce

Existing pre-trained language models (PLMs) have demonstrated the effect...

0 Song Xu, et al. ∙

research

∙ 03/12/2021

Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification

Recent work on aspect-level sentiment classification has demonstrated th...

0 Xiaochen Hou, et al. ∙

research

∙ 02/09/2021

Conversational Query Rewriting with Self-supervised Learning

Context modeling plays a critical role in building multi-turn dialogue s...

0 Hang Liu, et al. ∙

research

∙ 11/06/2020

Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis

Despite prosody is related to the linguistic information up to the disco...

0 Guanghui Xu, et al. ∙

research

∙ 10/21/2020

Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training

This paper aims to enhance the few-shot relation classification especial...

0 Yingyao Wang, et al. ∙

research

∙ 09/15/2020

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product

Product attribute values are essential in many e-commerce scenarios, suc...

0 Tiangang Zhu, et al. ∙

research

∙ 07/28/2020

Neural Kalman Filtering for Speech Enhancement

Statistical signal processing based speech enhancement methods adopt exp...

0 Wei Xue, et al. ∙

research

∙ 04/04/2020

Graph Sequential Network for Reasoning over Sequences

Recently Graph Neural Network (GNN) has been applied successfully to var...

33 Ming Tu, et al. ∙

research

∙ 12/10/2019

DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images

Diabetic retinopathy (DR) is a complication of diabetes that severely af...

16 Yi Zhou, et al. ∙

research

∙ 11/22/2019

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service

Human conversations in real scenarios are complicated and building a hum...

13 Meng Chen, et al. ∙

research

∙ 11/22/2019

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset forE-commerce Customer Service

Human conversations in real scenarios are complicated and building a hum...

7 Meng Chen, et al. ∙

research

∙ 11/10/2019

Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

Deep learning has revolutionized speech recognition, image recognition, ...

9 Chao Zhang, et al. ∙

research

∙ 11/09/2019

Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding

Translational distance-based knowledge graph embedding has shown progres...

12 Yun Tang, et al. ∙

research

∙ 11/01/2019

Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents

Interpretable multi-hop reading comprehension (RC) over multiple documen...

0 Ming Tu, et al. ∙

research

∙ 10/24/2019

Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification

Aspect-level sentiment classification aims to identify the sentiment pol...

0 Xiaochen Hou, et al. ∙

research

∙ 10/23/2019

Relation Module for Non-answerable Prediction on Question Answering

Machine reading comprehension(MRC) has attracted significant amounts of ...

13 Kevin Huang, et al. ∙

research

∙ 08/29/2019

Zero-shot Text-to-SQL Learning with Auxiliary Task

Recent years have seen great success in the use of neural seq2seq models...

0 Shuaichen Chang, et al. ∙

research

∙ 06/12/2019

Multiple instance learning with graph neural networks

Multiple instance learning (MIL) aims to learn the mapping between a bag...

3 Ming Tu, et al. ∙

research

∙ 05/17/2019

Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs

Multi-hop reading comprehension (RC) across documents poses new challeng...

0 Ming Tu, et al. ∙

research

∙ 05/09/2019

Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination

We present a novel real-time, collaborative, and interactive AI painting...

20 Ruixue Liu, et al. ∙

research

∙ 05/07/2019

PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs

SimRank is a classic measure of the similarities of nodes in a graph. G...

0 Zhewei Wei, et al. ∙

research

∙ 03/22/2019

Towards adversarial learning of speaker-invariant representation for speech emotion recognition

Speech emotion recognition (SER) has attracted great attention in recent...

0 Ming Tu, et al. ∙

Xiaodong He

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