Papers
A Graph Auto-encoder Model of Derivational Morphology
Valentin Hofmann, Hinrich Schütze, Janet Pierrehumbert
Keyphrase Generation for Scientific Document Retrieval
Florian Boudin, Ygor Gallina, Akiko Aizawa
Hierarchy-Aware Global Model for Hierarchical Text Classification
Jie Zhou, Chunping Ma, Dingkun Long et al.
Exclusive Hierarchical Decoding for Deep Keyphrase Generation
Wang Chen, Hou Pong Chan, Piji Li et al.
Dynamic Memory Induction Networks for Few-Shot Text Classification
Ruiying Geng, Binhua Li, Yongbin Li et al.
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints
Zhenyi Wang, Xiaoyang Wang, Bang An et al.
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen
Yixin Cao, Ruihao Shui, Liangming Pan et al.
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification
Lu Fan, Guangfeng Yan, Qimai Li et al.
Towards Conversational Recommendation over Multi-Type Dialogs
Zeming Liu, Haifeng Wang, Zheng-Yu Niu et al.
DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification
Lianwei Wu, Yuan Rao, Yongqiang Zhao et al.
Code-Switching Patterns Can Be an Effective Route to Improve Performance of Downstream NLP Applications: A Case Study of Humour, Sarcasm and Hate Speech Detection
Srijan Bansal, Vishal Garimella, Ayush Suhane et al.
Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders
Terra Blevins, Luke Zettlemoyer
Revisiting the Context Window for Cross-lingual Word Embeddings
Ryokan Ri, Yoshimasa Tsuruoka
Improving Image Captioning Evaluation by Considering Inter References Variance
Yanzhi Yi, Hangyu Deng, Jinglu Hu
A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers
Shen-yun Miao, Chao-Chun Liang, Keh-Yih Su
Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases
Yunshi Lan, Jing Jiang
Learning to Identify Follow-Up Questions in Conversational Question Answering
Souvik Kundu, Qian Lin, Hwee Tou Ng
Injecting Numerical Reasoning Skills into Language Models
Mor Geva, Ankit Gupta, Jonathan Berant
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading
Yifan Gao, Chien-Sheng Wu, Shafiq Joty et al.
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
Fei Yuan, Linjun Shou, Xuanyu Bai et al.
Dynamic Sampling Strategies for Multi-Task Reading Comprehension
Ananth Gottumukkala, Dheeru Dua, Sameer Singh et al.
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering
Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi et al.
A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation
Jan Deriu, Katsiaryna Mlynchyk, Philippe Schläpfer et al.
A Frame-based Sentence Representation for Machine Reading Comprehension
Shaoru Guo, Ru Li, Hongye Tan et al.
Spelling Error Correction with Soft-Masked BERT
Shaohua Zhang, Haoran Huang, Jicong Liu et al.