Papers
Neural Naturalist: Generating Fine-Grained Image Comparisons
Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma et al.
Incorporating Visual Semantics into Sentence Representations within a Grounded Space
Patrick Bordes, Eloi Zablocki, Laure Soulier et al.
Learning to Speak and Act in a Fantasy Text Adventure Game
Jack Urbanek, Angela Fan, Siddharth Karamcheti et al.
Extracting Possessions from Social Media: Images Complement Language
Dhivya Chinnappa, Srikala Murugan, Eduardo Blanco
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
Mingda Chen, Zewei Chu, Kevin Gimpel
Parameter-free Sentence Embedding via Orthogonal Basis
Ziyi Yang, Chenguang Zhu, Weizhu Chen
VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling
Andrea Di Fabio, Simone Conia, Roberto Navigli
Syntax-Enhanced Self-Attention-Based Semantic Role Labeling
Yue Zhang, Rui Wang, Luo Si
Translate and Label! An Encoder-Decoder Approach for Cross-lingual Semantic Role Labeling
Angel Daza, Anette Frank
Select and Attend: Towards Controllable Content Selection in Text Generation
Xiaoyu Shen, Jun Suzuki, Kentaro Inui et al.
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance
Wei Zhao, Maxime Peyrard, Fei Liu et al.
Neural data-to-text generation: A comparison between pipeline and end-to-end architectures
Thiago Castro Ferreira, Chris van der Lee, Emiel van Miltenburg et al.
Neural Text Summarization: A Critical Evaluation
Wojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann et al.
Linking artificial and human neural representations of language
Jon Gauthier, Roger Levy
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space
Omer Anjum, Hongyu Gong, Suma Bhat et al.
Latent-Variable Generative Models for Data-Efficient Text Classification
Xiaoan Ding, Kevin Gimpel
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification
Guocheng Niu, Hengru Xu, Bolei He et al.
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification
Vivian Lai, Zheng Cai, Chenhao Tan
Hierarchical Attention Prototypical Networks for Few-Shot Text Classification
Shengli Sun, Qingfeng Sun, Kevin Zhou et al.
Label-Specific Document Representation for Multi-Label Text Classification
Lin Xiao, Xin Huang, Boli Chen et al.
Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification
Chunning Du, Haifeng Sun, Jingyu Wang et al.
Hierarchical Text Classification with Reinforced Label Assignment
Yuning Mao, Jingjing Tian, Jiawei Han et al.
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
Rujun Han, Qiang Ning, Nanyun Peng