IJCAI 2019

964 papers

Faster Dynamic Controllability Checking in Temporal Networks with Integer Bounds

Nikhil Bhargava, Brian C. Williams

Finding Optimal Solutions in HTN Planning - A SAT-based Approach

Gregor Behnke, Daniel Höller, Susanne Biundo

Earliest-Completion Scheduling of Contract Algorithms with End Guarantees

Spyros Angelopoulos, Shendan Jin

A Span-based Joint Model for Opinion Target Extraction and Target Sentiment Classification

Yan Zhou, Longtao Huang, Tao GUO, Jizhong Han, Songlin Hu

Getting in Shape: Word Embedding SubSpaces

Tianyuan Zhou, João Sedoc, Jordan Rodu

Sequence Generation: From Both Sides to the Middle

Long Zhou, Jiajun Zhang, Chengqing Zong, Heng Yu

Dynamically Route Hierarchical Structure Representation to Attentive Capsule for Text Classification

Wanshan Zheng, Zibin Zheng, Hai Wan, Chuan Chen

RLTM: An Efficient Neural IR Framework for Long Documents

Chen Zheng, Yu Sun, Shengxian Wan, Dianhai Yu

Recurrent Neural Network for Text Classification with Hierarchical Multiscale Dense Connections

Yi Zhao, Yanyan Shen, Junjie Yao

A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots

Xueliang Zhao, Chongyang Tao, Wei Wu, Can Xu, Dongyan Zhao

Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis

Yazhou Zhang, Qiuchi Li, Dawei Song, Peng Zhang, Panpan Wang

Multi-view Knowledge Graph Embedding for Entity Alignment

Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo

Extracting Entities and Events as a Single Task Using a Transition-Based Neural Model

Junchi Zhang, Yanxia Qin, Yue Zhang, Mengchi Liu, Donghong Ji

Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations

Dong Zhang, Liangqing Wu, Changlong Sun, Shoushan Li, Qiaoming Zhu

Adapting BERT for Target-Oriented Multimodal Sentiment Classification

Jianfei Yu, Jing Jiang

Beyond Word Attention: Using Segment Attention in Neural Relation Extraction

Bowen Yu, Zhenyu Zhang, Tingwen Liu, Bin Wang, Sujian Li

Refining Word Representations by Manifold Learning

Chu Yonghe, Hongfei Lin, Liang Yang, Yufeng Diao, Shaowu Zhang

Graph-based Neural Sentence Ordering

Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou

Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons

Di Yin, Shujian Huang, Xin-yu Dai, Jiajun Chen

Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax

Yinfei Yang, Gustavo Hernandez Abrego, Steve Yuan, Mandy Guo, Qinlan Shen

Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding

Yao Yang, Haoran Chen, Junming Shao

Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling

Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin

Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning

Min Yang, Lei Chen, Xiaojun Chen, Qingyao Wu, Wei Zhou

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning

Shiyang Yan, Jun Xu, Yuai Liu, Lin Xu

Robust Audio Adversarial Example for a Physical Attack

Hiromu Yakura, Jun Sakuma

Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning

Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge

Polygon-Net: A General Framework for Jointly Boosting Multiple Unsupervised Neural Machine Translation Models

Chang Xu, Tao Qin, Gang Wang, Tie-yan Liu

Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis

Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang

Dual-View Variational Autoencoders for Semi-Supervised Text Matching

Zhongbin Xie, Shuai Ma

A Goal-Driven Tree-Structured Neural Model for Math Word Problems

Zhipeng Xie, Shichao Sun

Sharing Attention Weights for Fast Transformer

Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu

RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction

Rui Xia, Mengran Zhang, Zixiang Ding

Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs

Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Rui Yan

Mask and Infill: Applying Masked Language Model for Sentiment Transfer

Xing Wu, Tao Zhang, Liangjun Zang, Jizhong Han, Songlin Hu

Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach

Junshuang Wu, Richong Zhang, Yongyi Mao, Hongyu Guo, Jinpeng Huai

Correct-and-Memorize: Learning to Translate from Interactive Revisions

Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia

Revealing Semantic Structures of Texts: Multi-grained Framework for Automatic Mind-map Generation

Yang Wei, Honglei Guo, Jinmao Wei, Zhong Su

Robust Embedding with Multi-Level Structures for Link Prediction

Zihan Wang, Zhaochun Ren, Chunyu He, Peng Zhang, Yue Hu

T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion

Tianming Wang, Xiaojun Wan

Swell-and-Shrink: Decomposing Image Captioning by Transformation and Summarization

Hanzhang Wang, Hanli Wang, Kaisheng Xu

Unsupervised Embedding Enhancements of Knowledge Graphs using Textual Associations

Neil Veira, Brian Keng, Kanchana Padmanabhan, Andreas Veneris

PRoFET: Predicting the Risk of Firms from Event Transcripts

Christoph Kilian Theil, Samuel Broscheit, Heiner Stuckenschmidt

GANs for Semi-Supervised Opinion Spam Detection

Gray Stanton, Athirai A. Irissappane

Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis

Kaisong Song, Wei Gao, Lujun Zhao, Jun Lin, Changlong Sun

Exploiting Persona Information for Diverse Generation of Conversational Responses

Haoyu Song, Wei-Nan Zhang, Yiming Cui, Dong Wang, Ting Liu

Knowledge Aware Semantic Concept Expansion for Image-Text Matching

Botian Shi, Lei Ji, Pan Lu, Zhendong Niu, Nan Duan

A Deep Generative Model for Code Switched Text

Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti

Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach

Swarnadeep Saha, Malolan Chetlur, Tejas Indulal Dhamecha, W M Gayathri K Wijayarathna, Red Mendoza

Learn to Select via Hierarchical Gate Mechanism for Aspect-Based Sentiment Analysis

Xiangying Ran, Yuanyuan Pan, Wei Sun, Chongjun Wang

Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control

Amir Pouran Ben Veyseh, Thien Nguyen, Dejing Dou

Learning Task-Specific Representation for Novel Words in Sequence Labeling

Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu

Aspect-Based Sentiment Classification with Attentive Neural Turing Machines

Qianren Mao, Jianxin Li, Senzhang Wang, Yuanning Zhang, Hao Peng

Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning

Chao Ma, F A Rezaur Rahman Chowdhury, Aryan Deshwal, Md Rakibul Islam, Janardhan Rao Doppa

Unsupervised Neural Aspect Extraction with Sememes

Ling Luo, Xiang Ao, Yan Song, Jinyao Li, Xiaopeng Yang

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer

Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang

Building Personalized Simulator for Interactive Search

Qianlong Liu, Baoliang Cui, zhongyu wei, Baolin Peng, Haikuan Huang

Network Embedding with Dual Generation Tasks

Jie Liu, Na Li, Zhicheng He

Exploring and Distilling Cross-Modal Information for Image Captioning

Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun

Deep Mask Memory Network with Semantic Dependency and Context Moment for Aspect Level Sentiment Classification

Peiqin Lin, Meng Yang, Jianhuang Lai

Learning to Select Knowledge for Response Generation in Dialog Systems

Rongzhong Lian, Min Xie, Fan Wang, Jinhua Peng, Hua Wu

Reading selectively via Binary Input Gated Recurrent Unit

Zhe Li, Peisong Wang, Hanqing Lu, Jian Cheng

Self-attentive Biaffine Dependency Parsing

Ying Li, Zhenghua Li, Min Zhang, Rui Wang, Sheng Li

Towards Discriminative Representation Learning for Speech Emotion Recognition

Runnan Li, Zhiyong Wu, Jia Jia, Yaohua Bu, Sheng Zhao

Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks

Jing Li, Deheng Ye, Shuo Shang

Knowledge Base Question Answering with Topic Units

Yunshi Lan, Shuohang Wang, Jing Jiang

Incorporating Structural Information for Better Coreference Resolution

Fang Kong, Fu Jian

Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities

Geewook Kim, Akifumi Okuno, Kazuki Fukui, Hidetoshi Shimodaira

Relation Extraction Using Supervision from Topic Knowledge of Relation Labels

Haiyun Jiang, Li Cui, Zhe Xu, Deqing Yang, Jindong Chen

Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization

Ting Huang, Gehui Shen, Zhi-Hong Deng

GSN: A Graph-Structured Network for Multi-Party Dialogues

Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma

Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts

Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone

AmazonQA: A Review-Based Question Answering Task

Mansi Gupta, Nitish Kulkarni, Raghuveer Chanda, Anirudha Rayasam, Zachary C. Lipton

Dual Visual Attention Network for Visual Dialog

Dan Guo, Hui Wang, Meng Wang

CNN-Based Chinese NER with Lexicon Rethinking

Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang

Modeling Source Syntax and Semantics for Neural AMR Parsing

DongLai Ge, Junhui Li, Muhua Zhu, Shoushan Li

Difficulty Controllable Generation of Reading Comprehension Questions

Yifan Gao, Lidong Bing, Wang Chen, Michael Lyu, Irwin King

End-to-End Multi-Perspective Matching for Entity Resolution

Cheng Fu, Xianpei Han, Le Sun, Bo Chen, Wei Zhang

Learning Assistance from an Adversarial Critic for Multi-Outputs Prediction

Yue Deng, Yilin Shen, Hongxia Jin

Coreference Aware Representation Learning for Neural Named Entity Recognition

Zeyu Dai, Hongliang Fei, Ping Li

Learning towards Abstractive Timeline Summarization

Xiuying Chen, Zhangming Chan, Shen Gao, Meng-Hsuan Yu, Dongyan Zhao

From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots

Shizhe Chen, Qin Jin, Jianlong Fu

Sentiment-Controllable Chinese Poetry Generation

Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang

Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection

Chaotao Chen, Jinhua Peng, Fan Wang, Jun Xu, Hua Wu

A Latent Variable Model for Learning Distributional Relation Vectors

Jose Camacho-Collados, Luis Espinosa-Anke, Shoaib Jameel, Steven Schockaert

Multi-Domain Sentiment Classification Based on Domain-Aware Embedding and Attention

Yitao Cai, Xiaojun Wan

Medical Concept Representation Learning from Multi-source Data

Tian Bai, Brian L. Egleston, Richard Bleicher, Slobodan Vucetic

Neural Program Induction for KBQA Without Gold Programs or Query Annotations

Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan

Early Discovery of Emerging Entities in Microblogs

Satoshi Akasaki, Naoki Yoshinaga, Masashi Toyoda

Pivotal Relationship Identification: The K-Truss Minimization Problem

Weijie Zhu, Mengqi Zhang, Chen Chen, Xiaoyang Wang, Fan Zhang

K-Core Maximization: An Edge Addition Approach

Zhongxin Zhou, Fan Zhang, Xuemin Lin, Wenjie Zhang, Chen Chen

On Privacy Protection of Latent Dirichlet Allocation Model Training

Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang

Data Poisoning Attack against Knowledge Graph Embedding

Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su

Temporal Pyramid Pooling Convolutional Neural Network for Cover Song Identification

Zhesong Yu, Xiaoshuo Xu, Xiaoou Chen, Deshun Yang

Toward Efficient Navigation of Massive-Scale Geo-Textual Streams

Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu

BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference

Peichen Xie, Bingzhe Wu, Guangyu Sun

FABA: An Algorithm for Fast Aggregation against Byzantine Attacks in Distributed Neural Networks

Qi Xia, Zeyi Tao, Zijiang Hao, Qun Li

Adversarial Examples for Graph Data: Deep Insights into Attack and Defense

Huijun Wu, Chen Wang, Yuriy Tyshetskiy, Andrew Docherty, Kai Lu

Novel Collaborative Filtering Recommender Friendly to Privacy Protection

Jun Wang, Qiang Tang, Afonso Arriaga, Peter Y. A. Ryan

Binarized Collaborative Filtering with Distilling Graph Convolutional Network

Haoyu Wang, Defu Lian, Yong Ge

Principal Component Analysis in the Local Differential Privacy Model

Di Wang, Jinhui Xu