Papers
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models
Xiaolei Huang, Michael J. Paul
Few-Shot Representation Learning for Out-Of-Vocabulary Words
Ziniu Hu, Ting Chen, Kai-Wei Chang et al.
Learning How to Active Learn by Dreaming
Thuy-Trang Vu, Ming Liu, Dinh Phung et al.
Distant Learning for Entity Linking with Automatic Noise Detection
Phong Le, Ivan Titov
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction
Jiaji Huang, Qiang Qiu, Kenneth Church
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text
Lukas Ruff, Yury Zemlyanskiy, Robert Vandermeulen et al.
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning
Shuai Tang, Virginia R. de Sa
Leveraging Meta Information in Short Text Aggregation
He Zhao, Lan Du, Guanfeng Liu et al.
Towards Language Agnostic Universal Representations
Armen Aghajanyan, Xia Song, Saurabh Tiwary
Large Dataset and Language Model Fun-Tuning for Humor Recognition
Vladislav Blinov, Valeria Bolotova-Baranova, Pavel Braslavski
Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation
Cunxiang Wang, Shuailong Liang, Yue Zhang et al.
Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of Collocations.
Marcos Garcia, Marcos García Salido, Susana Sotelo et al.
Crowdsourcing and Validating Event-focused Emotion Corpora for German and English
Enrica Troiano, Sebastian Padó, Roman Klinger
Give Me More Feedback II: Annotating Thesis Strength and Related Attributes in Student Essays
Zixuan Ke, Hrishikesh Inamdar, Hui Lin et al.
Fine-Grained Sentence Functions for Short-Text Conversation
Wei Bi, Jun Gao, Xiaojiang Liu et al.
How Large Are Lions? Inducing Distributions over Quantitative Attributes
Yanai Elazar, Abhijit Mahabal, Deepak Ramachandran et al.
StRE: Self Attentive Edit Quality Prediction in Wikipedia
Soumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar et al.
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution
Ali Emami, Paul Trichelair, Adam Trischler et al.
Attention-based Conditioning Methods for External Knowledge Integration
Katerina Margatina, Christos Baziotis, Alexandros Potamianos
On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study
Damián E. Blasi, Ryan Cotterell, Lawrence Wolf-Sonkin et al.
Is Word Segmentation Child’s Play in All Languages?
Georgia R. Loukatou, Steven Moran, Damian Blasi et al.
Uncovering Probabilistic Implications in Typological Knowledge Bases
Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell et al.
Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances
Diane Bouchacourt, Marco Baroni
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View
Renfen Hu, Shen Li, Shichen Liang