Papers
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis
Jialong Tang, Ziyao Lu, Jinsong Su et al.
Transfer Capsule Network for Aspect Level Sentiment Classification
Zhuang Chen, Tieyun Qian
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification
Minghao Hu, Yuxing Peng, Zhen Huang et al.
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder et al.
Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction
Debela Gemechu, Chris Reed
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis
Ruidan He, Wee Sun Lee, Hwee Tou Ng et al.
Modeling Financial Analysts’ Decision Making via the Pragmatics and Semantics of Earnings Calls
Katherine Keith, Amanda Stent
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing
Sijie Mai, Haifeng Hu, Songlong Xing
Adversarial Attention Modeling for Multi-dimensional Emotion Regression
Suyang Zhu, Shoushan Li, Guodong Zhou
Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change
Haim Dubossarsky, Simon Hengchen, Nina Tahmasebi et al.
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation
Rui Zhang, Joel Tetreault
Cross-Sentence Grammatical Error Correction
Shamil Chollampatt, Weiqi Wang, Hwee Tou Ng
Disentangled Representation Learning for Non-Parallel Text Style Transfer
Vineet John, Lili Mou, Hareesh Bahuleyan et al.
Evidence-based Trustworthiness
Yi Zhang, Zachary Ives, Dan Roth
Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table
Matthew Shardlow, Raheel Nawaz
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings
Zied Haj-Yahia, Adrien Sieg, Léa A. Deleris
Manipulating the Difficulty of C-Tests
Ji-Ung Lee, Erik Schwan, Christian M. Meyer
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes
Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze
Neural News Recommendation with Long- and Short-term User Representations
Mingxiao An, Fangzhao Wu, Chuhan Wu et al.
Adaptive Attention Span in Transformers
Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski et al.
Cross-Domain Generalization of Neural Constituency Parsers
Daniel Fried, Nikita Kitaev, Dan Klein
You Only Need Attention to Traverse Trees
Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer
Self-Regulated Interactive Sequence-to-Sequence Learning
Julia Kreutzer, Stefan Riezler