Papers
Mapping natural language commands to web elements
Panupong Pasupat, Tian-Shun Jiang, Evan Liu et al.
Identifying Domain Adjacent Instances for Semantic Parsers
James Ferguson, Janara Christensen, Edward Li et al.
Towards Semi-Supervised Learning for Deep Semantic Role Labeling
Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime Carbonell
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference
Reza Ghaeini, Xiaoli Fern, Prasad Tadepalli
The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification
Jing Chen, Qingcai Chen, Xin Liu et al.
Bridging Knowledge Gaps in Neural Entailment via Symbolic Models
Dongyeop Kang, Tushar Khot, Ashish Sabharwal et al.
When data permutations are pathological: the case of neural natural language inference
Natalie Schluter, Daniel Varab
Recovering Missing Characters in Old Hawaiian Writing
Brendan Shillingford, Oiwi Parker Jones
LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs
Daniel Kondratyuk, Tomáš Gavenčiak, Milan Straka et al.
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling
Zhiqing Sun, Zhi-Hong Deng
Sanskrit Sandhi Splitting using seq2(seq)2
Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar et al.
State-of-the-art Chinese Word Segmentation with Bi-LSTMs
Ji Ma, Kuzman Ganchev, David Weiss
Classifying Referential and Non-referential It Using Gaze
Victoria Yaneva, Le An Ha, Richard Evans et al.
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop
Rujun Han, Michael Gill, Arthur Spirling et al.
What can we learn from Semantic Tagging?
Mostafa Abdou, Artur Kulmizev, Vinit Ravishankar et al.
Similarity-Based Reconstruction Loss for Meaning Representation
Olga Kovaleva, Anna Rumshisky, Alexey Romanov
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data
Jamie Kiros, William Chan
Word Sense Induction with Neural biLM and Symmetric Patterns
Asaf Amrami, Yoav Goldberg
Learning Concept Abstractness Using Weak Supervision
Ella Rabinovich, Benjamin Sznajder, Artem Spector et al.
Learning Gender-Neutral Word Embeddings
Jieyu Zhao, Yichao Zhou, Zeyu Li et al.
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings
Hong-You Chen, Cheng-Syuan Lee, Keng-Te Liao et al.
Learning Sequence Encoders for Temporal Knowledge Graph Completion
Alberto García-Durán, Sebastijan Dumančić, Mathias Niepert