Papers
Topic Spotting using Hierarchical Networks with Self Attention
Pooja Chitkara, Ashutosh Modi, Pravalika Avvaru et al.
Multi-Level Memory for Task Oriented Dialogs
Revanth Gangi Reddy, Danish Contractor, Dinesh Raghu et al.
Affect-Driven Dialog Generation
Pierre Colombo, Wojciech Witon, Ashutosh Modi et al.
Dialogue Act Classification with Context-Aware Self-Attention
Vipul Raheja, Joel Tetreault
Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding
Jonggu Kim, Jong-Hyeok Lee
Inferring Which Medical Treatments Work from Reports of Clinical Trials
Eric Lehman, Jay DeYoung, Regina Barzilay et al.
Document-Level N-ary Relation Extraction with Multiscale Representation Learning
Robin Jia, Cliff Wong, Hoifung Poon
NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction
Amy Olex, Luke Maffey, Bridget McInnes
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
Debjit Paul, Anette Frank
Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modelling
Kathleen C. Fraser, Nicklas Linz, Bai Li et al.
Structural Neural Encoders for AMR-to-text Generation
Marco Damonte, Shay B. Cohen
Recursive Routing Networks: Learning to Compose Modules for Language Understanding
Ignacio Cases, Clemens Rosenbaum, Matthew Riemer et al.
Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms
Diyi Yang, Jiaao Chen, Zichao Yang et al.
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation
Ashutosh Kumar, Satwik Bhattamishra, Manik Bhandari et al.
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
Mandar Joshi, Eunsol Choi, Omer Levy et al.
Structural Scaffolds for Citation Intent Classification in Scientific Publications
Arman Cohan, Waleed Ammar, Madeleine van Zuylen et al.
Context Dependent Semantic Parsing over Temporally Structured Data
Charles Chen, Razvan Bunescu
Information Aggregation for Multi-Head Attention with Routing-by-Agreement
Jian Li, Baosong Yang, Zi-Yi Dou et al.
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning
Prithviraj Ammanabrolu, Mark Riedl
Attention is not Explanation
Sarthak Jain, Byron C. Wallace
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages
Shauli Ravfogel, Yoav Goldberg, Tal Linzen
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning
Han Guo, Ramakanth Pasunuru, Mohit Bansal
Bayesian Learning for Neural Dependency Parsing
Ehsan Shareghi, Yingzhen Li, Yi Zhu et al.
Subword-based Compact Reconstruction of Word Embeddings
Shota Sasaki, Jun Suzuki, Kentaro Inui
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection
Wenhu Chen, Yu Su, Yilin Shen et al.