Papers
Modeling Frames in Argumentation
Yamen Ajjour, Milad Alshomary, Henning Wachsmuth et al.
What Gets Echoed? Understanding the “Pointers” in Explanations of Persuasive Arguments
David Atkinson, Kumar Bhargav Srinivasan, Chenhao Tan
Towards Zero-shot Language Modeling
Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell et al.
Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study
Aixiu An, Peng Qian, Ethan Wilcox et al.
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs
Alex Warstadt, Yu Cao, Ioana Grosu et al.
Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts
Sandro Pezzelle, Raquel Fernández
A Discrete Hard EM Approach for Weakly Supervised Question Answering
Sewon Min, Danqi Chen, Hannaneh Hajishirzi et al.
Learning with Limited Data for Multilingual Reading Comprehension
Kyungjae Lee, Sunghyun Park, Hojae Han et al.
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning
Bill Yuchen Lin, Xinyue Chen, Jamin Chen et al.
What’s Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering
Tushar Khot, Ashish Sabharwal, Peter Clark
Interactive Language Learning by Question Answering
Xingdi Yuan, Marc-Alexandre Côté, Jie Fu et al.
75 Languages, 1 Model: Parsing Universal Dependencies Universally
Dan Kondratyuk, Milan Straka
Semantic graph parsing with recurrent neural network DAG grammars
Federico Fancellu, Sorcha Gilroy, Adam Lopez et al.
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited
Artur Kulmizev, Miryam de Lhoneux, Johannes Gontrum et al.
Specializing Word Embeddings (for Parsing) by Information Bottleneck
Xiang Lisa Li, Jason Eisner
Designing and Interpreting Probes with Control Tasks
John Hewitt, Percy Liang
Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model
Chengjiang Li, Yixin Cao, Lei Hou et al.
Query-focused Scenario Construction
Su Wang, Greg Durrett, Katrin Erk
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange
Steven Y. Feng, Aaron W. Li, Jesse Hoey
Asynchronous Deep Interaction Network for Natural Language Inference
Di Liang, Fubao Zhang, Qi Zhang et al.
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder
Li Du, Xiao Ding, Ting Liu et al.
Collaborative Policy Learning for Open Knowledge Graph Reasoning
Cong Fu, Tong Chen, Meng Qu et al.
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion
Yao Zhu, Hongzhi Liu, Zhonghai Wu et al.
Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching
Mingtong Liu, Yujie Zhang, Jinan Xu et al.
DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning
Ruiping Li, Xiang Cheng