Papers
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition
Zhenjie Zhao, Andrew Cattle, Evangelos Papalexakis et al.
Restoring ancient text using deep learning: a case study on Greek epigraphy
Yannis Assael, Thea Sommerschield, Jonathan Prag
Charge-Based Prison Term Prediction with Deep Gating Network
Huajie Chen, Deng Cai, Wei Dai et al.
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts
Jack Merullo, Luke Yeh, Abram Handler et al.
Incorporating Label Dependencies in Multilabel Stance Detection
William Ferreira, Andreas Vlachos
In Plain Sight: Media Bias Through the Lens of Factual Reporting
Lisa Fan, Marshall White, Eva Sharma et al.
A deep-learning framework to detect sarcasm targets
Jasabanta Patro, Srijan Bansal, Animesh Mukherjee
Adversarial Removal of Demographic Attributes Revisited
Maria Barrett, Yova Kementchedjhieva, Yanai Elazar et al.
Interpretable Word Embeddings via Informative Priors
Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson
Label Embedding using Hierarchical Structure of Labels for Twitter Classification
Taro Miyazaki, Kiminobu Makino, Yuka Takei et al.
Learning to Flip the Sentiment of Reviews from Non-Parallel Corpora
Canasai Kruengkrai
A Robust Self-Learning Framework for Cross-Lingual Text Classification
Xin Dong, Gerard de Melo
Multi-Task Stance Detection with Sentiment and Stance Lexicons
Yingjie Li, Cornelia Caragea
DENS: A Dataset for Multi-class Emotion Analysis
Chen Liu, Muhammad Osama, Anderson De Andrade
Learning with Noisy Labels for Sentence-level Sentiment Classification
Hao Wang, Bing Liu, Chaozhuo Li et al.
A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis
Qingnan Jiang, Lei Chen, Ruifeng Xu et al.
Revealing and Predicting Online Persuasion Strategy with Elementary Units
Gaku Morio, Ryo Egawa, Katsuhide Fujita
Weakly Supervised Attention Networks for Entity Recognition
Barun Patra, Joel Ruben Antony Moniz
CaRB: A Crowdsourced Benchmark for Open IE
Sangnie Bhardwaj, Samarth Aggarwal, Mausam
ner and pos when nothing is capitalized
Stephen Mayhew, Tatiana Tsygankova, Dan Roth
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
Tianyu Gao, Xu Han, Hao Zhu et al.
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing
Taiki Watanabe, Akihiro Tamura, Takashi Ninomiya et al.
“A Buster Keaton of Linguistics”: First Automated Approaches for the Extraction of Vossian Antonomasia
Michel Schwab, Robert Jäschke, Frank Fischer et al.
Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition
Hongyu Lin, Yaojie Lu, Xianpei Han et al.
Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas
Kosuke Akimoto, Takuya Hiraoka, Kunihiko Sadamasa et al.