Papers
Factored Probabilistic Belief Tracking
Blai Bonet, Hector Geffner
Which Contingent Events to Observe for the Dynamic Controllability of a Plan
Arthur Bit-Monnot, Malik Ghallab, Félix Ingrand
Markovian State and Action Abstractions for MDPs via Hierarchical MCTS
Aijun Bai, Siddharth Srivastava, Stuart Russell
Hierarchical Planning: Relating Task and Goal Decomposition with Task Sharing
Ron Alford, Vikas Shivashankar, Mark Roberts et al.
Unsupervised Storyline Extraction from News Articles
Deyu Zhou, Haiyang Xu, Xin-Yu Dai et al.
Context-Specific and Multi-Prototype Character Representations
Xiaoqing Zheng, Jiangtao Feng, Mengxiao Lin et al.
Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning
Zhou Zhao, Qifan Yang, Deng Cai et al.
A Joint Model of Intent Determination and Slot Filling for Spoken Language Understanding
Xiaodong Zhang, Houfeng Wang
Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction
Wei Zhang, Quan Yuan, Jiawei Han et al.
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction
Yichun Yin, Furu Wei, Li Dong et al.
Neural Generative Question Answering
Jun Yin, Xin Jiang, Zhengdong Lu et al.
Representation Learning of Knowledge Graphs with Hierarchical Types
Ruobing Xie, Zhiyuan Liu, Maosong Sun
Diverse Image Captioning via GroupTalk
Zhuhao Wang, Fei Wu, Weiming Lu et al.
A Bilingual Graph-Based Semantic Model for Statistical Machine Translation
Rui Wang, Hai Zhao, Sabine Ploux et al.
Chinese Song Iambics Generation with Neural Attention-Based Model
Qixin Wang, Tianyi Luo, Dong Wang et al.
Building Joint Spaces for Relation Extraction
Chang Wang, Liangliang Cao, James Fan
Employing External Rich Knowledge for Machine Comprehension
Bingning Wang, Shangmin Guo, Kang Liu et al.
Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN
Shengxian Wan, Yanyan Lan, Jun Xu et al.
Robust Natural Language Processing — Combining Reasoning, Cognitive Semantics, and Construction Grammar for Spatial Language
Michael Spranger, Jakob Suchan, Mehul Bhatt
Cross-Lingual Dataless Classification for Many Languages
Yangqiu Song, Shyam Upadhyay, Haoruo Peng et al.
Automatic Construction and Evaluation of a Large Semantically Enriched Wikipedia
Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli
-Search for Incremental Parsing
Yijia Liu, Wanxiang Che, Bing Qin et al.
Exploring Segment Representations for Neural Segmentation Models
Yijia Liu, Wanxiang Che, Jiang Guo et al.
Recurrent Neural Network for Text Classification with Multi-Task Learning
Pengfei Liu, Xipeng Qiu, Xuanjing Huang