Papers
Semantic Parsing for English as a Second Language
Yuanyuan Zhao, Weiwei Sun, Junjie Cao et al.
Parsing into Variable-in-situ Logico-Semantic Graphs
Yufei Chen, Weiwei Sun
RikiNet: Reading Wikipedia Pages for Natural Question Answering
Dayiheng Liu, Yeyun Gong, Jie Fu et al.
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
Hongyu Gong, Yelong Shen, Dian Yu et al.
R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason
Naoya Inoue, Pontus Stenetorp, Kentaro Inui
Low-Resource Generation of Multi-hop Reasoning Questions
Jianxing Yu, Wei Liu, Shuang Qiu et al.
Harvesting and Refining Question-Answer Pairs for Unsupervised QA
Zhongli Li, Wenhui Wang, Li Dong et al.
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension
Bo Zheng, Haoyang Wen, Yaobo Liang et al.
Unsupervised Morphological Paradigm Completion
Huiming Jin, Liwei Cai, Yihui Peng et al.
Predicting Declension Class from Form and Meaning
Adina Williams, Tiago Pimentel, Hagen Blix et al.
Modeling Morphological Typology for Unsupervised Learning of Language Morphology
Hongzhi Xu, Jordan Kodner, Mitchell Marcus et al.
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
Ning Ding, Dingkun Long, Guangwei Xu et al.
Bootstrapping Techniques for Polysynthetic Morphological Analysis
William Lane, Steven Bird
The Right Tool for the Job: Matching Model and Instance Complexities
Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta et al.
Learning Architectures from an Extended Search Space for Language Modeling
Yinqiao Li, Chi Hu, Yuhao Zhang et al.
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach
Wenyu Du, Zhouhan Lin, Yikang Shen et al.
Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples
Xiaoqing Zheng, Jiehang Zeng, Yi Zhou et al.
Differentiable Window for Dynamic Local Attention
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty et al.
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification
Hao Tang, Donghong Ji, Chenliang Li et al.
A Mixture of h - 1 Heads is Better than h Heads
Hao Peng, Roy Schwartz, Dianqi Li et al.
Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions
Arjun Akula, Spandana Gella, Yaser Al-Onaizan et al.
Span-based Localizing Network for Natural Language Video Localization
Hao Zhang, Aixin Sun, Wei Jing et al.
Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms
Simeon Schüz, Sina Zarrieß
Cross-modal Coherence Modeling for Caption Generation
Malihe Alikhani, Piyush Sharma, Shengjie Li et al.
Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction
Shaowei Chen, Jie Liu, Yu Wang et al.