Papers
Neural Linguistic Steganography
Zachary Ziegler, Yuntian Deng, Alexander Rush
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling
Linqing Liu, Wei Yang, Jinfeng Rao et al.
Retrofitting Contextualized Word Embeddings with Paraphrases
Weijia Shi, Muhao Chen, Pei Zhou et al.
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks
Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos
Analytical Methods for Interpretable Ultradense Word Embeddings
Philipp Dufter, Hinrich Schütze
RNN Architecture Learning with Sparse Regularization
Jesse Dodge, Roy Schwartz, Hao Peng et al.
Commonsense Knowledge Mining from Pretrained Models
Joe Davison, Joshua Feldman, Alexander Rush
Robust Text Classifier on Test-Time Budgets
Md Rizwan Parvez, Tolga Bolukbasi, Kai-Wei Chang et al.
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets
Mor Geva, Yoav Goldberg, Jonathan Berant
Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signal
Benoit Crabbé, Murielle Fabre, Christophe Pallier
Similarity Based Auxiliary Classifier for Named Entity Recognition
Shiyuan Xiao, Yuanxin Ouyang, Wenge Rong et al.
Look-up and Adapt: A One-shot Semantic Parser
Zhichu Lu, Forough Arabshahi, Igor Labutov et al.
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing
Tao Meng, Nanyun Peng, Kai-Wei Chang
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages
Clara Vania, Yova Kementchedjhieva, Anders Søgaard et al.
A Bayesian Approach for Sequence Tagging with Crowds
Edwin Simpson, Iryna Gurevych
Entity Projection via Machine Translation for Cross-Lingual NER
Alankar Jain, Bhargavi Paranjape, Zachary C. Lipton
Semantic Role Labeling with Iterative Structure Refinement
Chunchuan Lyu, Shay B. Cohen, Ivan Titov
Tree Transformer: Integrating Tree Structures into Self-Attention
Yaushian Wang, Hung-Yi Lee, Yun-Nung Chen
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding
Yijin Liu, Fandong Meng, Jinchao Zhang et al.
A Lexicon-Based Graph Neural Network for Chinese NER
Tao Gui, Yicheng Zou, Qi Zhang et al.
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations
Zuyi Bao, Rui Huang, Chen Li et al.
Semi-Supervised Semantic Role Labeling with Cross-View Training
Rui Cai, Mirella Lapata
Hierarchical Pointer Net Parsing
Linlin Liu, Xiang Lin, Shafiq Joty et al.
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank
Meishan Zhang, Yue Zhang, Guohong Fu
Pushing the Limits of Low-Resource Morphological Inflection
Antonios Anastasopoulos, Graham Neubig