Papers
Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks
Xinchi Chen, Chunchuan Lyu, Ivan Titov
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen Dong, Shizhao Sun, Hongzhi Liu et al.
Transfer Fine-Tuning: A BERT Case Study
Yuki Arase, Jun’ichi Tsujii
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling
Qingrong Xia, Zhenghua Li, Min Zhang
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling
Jinfeng Rao, Linqing Liu, Yi Tay et al.
Cloze-driven Pretraining of Self-attention Networks
Alexei Baevski, Sergey Edunov, Yinhan Liu et al.
Syntax-aware Multilingual Semantic Role Labeling
Shexia He, Zuchao Li, Hai Zhao
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
Rui Zhang, Tao Yu, Heyang Er et al.
Text2Math: End-to-end Parsing Text into Math Expressions
Yanyan Zou, Wei Lu
A Split-and-Recombine Approach for Follow-up Query Analysis
Qian Liu, Bei Chen, Haoyan Liu et al.
Do NLP Models Know Numbers? Probing Numeracy in Embeddings
Eric Wallace, Yizhong Wang, Sujian Li et al.
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations
Christian Hadiwinoto, Hwee Tou Ng, Wee Chung Gan
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation
Yogarshi Vyas, Marine Carpuat
Examining Gender Bias in Languages with Grammatical Gender
Pei Zhou, Weijia Shi, Jieyu Zhao et al.
It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution
Rowan Hall Maudslay, Hila Gonen, Ryan Cotterell et al.
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model
Yukun Ma, Patrick H. Chen, Cho-Jui Hsieh
Multiplex Word Embeddings for Selectional Preference Acquisition
Hongming Zhang, Jiaxin Bai, Yan Song et al.
On Efficient Retrieval of Top Similarity Vectors
Shulong Tan, Zhixin Zhou, Zhaozhuo Xu et al.
Document Hashing with Mixture-Prior Generative Models
Wei Dong, Qinliang Su, Dinghan Shen et al.
Adversarial Reprogramming of Text Classification Neural Networks
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov et al.
A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature
He Zhao, Zhunchen Luo, Chong Feng et al.
Human-grounded Evaluations of Explanation Methods for Text Classification
Piyawat Lertvittayakumjorn, Francesca Toni
TuckER: Tensor Factorization for Knowledge Graph Completion
Ivana Balazevic, Carl Allen, Timothy Hospedales
Open Domain Web Keyphrase Extraction Beyond Language Modeling
Lee Xiong, Chuan Hu, Chenyan Xiong et al.
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers
Aditi Chaudhary, Jiateng Xie, Zaid Sheikh et al.