Papers
Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies
Linli Xu, Wenjun Ouyang, Xiaoying Ren et al.
Lifelong Domain Word Embedding via Meta-Learning
Hu Xu, Bing Liu, Lei Shu et al.
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents
Wenhan Xiong, Xiaoxiao Guo, Mo Yu et al.
Transformable Convolutional Neural Network for Text Classification
Liqiang Xiao, Honglun Zhang, Wenqing Chen et al.
Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance
Rui Xia, Zhenchun Pan, Feng Xu
Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning
Xiaochi Wei, Heyan Huang, Liqiang Nie et al.
Transition-based Adversarial Network for Cross-lingual Aspect Extraction
Wenya Wang, Sinno Jialin Pan
Densely Connected CNN with Multi-scale Feature Attention for Text Classification
Shiyao Wang, Minlie Huang, Zhidong Deng
Joint Extraction of Entities and Relations Based on a Novel Graph Scheme
Shaolei Wang, Yue Zhang, Wanxiang Che et al.
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization
Li Wang, Junlin Yao, Yunzhe Tao et al.
SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks
Ke Wang, Xiaojun Wan
Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks
Jingjing Wang, Jie Li, Shoushan Li et al.
One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning
Xiaowei Tong, Zhenxin Fu, Mingyue Shang et al.
Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism
Chongyang Tao, Shen Gao, Mingyue Shang et al.
Multiway Attention Networks for Modeling Sentence Pairs
Chuanqi Tan, Furu Wei, Wenhui Wang et al.
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning
Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao et al.
Bootstrapping Entity Alignment with Knowledge Graph Embedding
Zequn Sun, Wei Hu, Qingheng Zhang et al.
Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction
Sen Su, Ningning Jia, Xiang Cheng et al.
An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems
Yiping Song, Cheng-Te Li, Jian-Yun Nie et al.
Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks
Yan Song, Shuming Shi, Jing Li
Complementary Learning of Word Embeddings
Yan Song, Shuming Shi
Toward Diverse Text Generation with Inverse Reinforcement Learning
Zhan Shi, Xinchi Chen, Xipeng Qiu et al.
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation
Jing Shi, Jiaming Xu, Guangcan Liu et al.