Papers
Bag of Experts Architectures for Model Reuse in Conversational Language Understanding
Rahul Jha, Alex Marin, Suvamsh Shivaprasad et al.
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents
Anuj Kumar Goyal, Angeliki Metallinou, Spyros Matsoukas
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System
Judith Gaspers, Penny Karanasou, Rajen Chatterjee
Benchmarks and models for entity-oriented polarity detection
Lidia Pivovarova, Arto Klami, Roman Yangarber
From dictations to clinical reports using machine translation
Gregory Finley, Wael Salloum, Najmeh Sadoughi et al.
Pieces of Eight: 8-bit Neural Machine Translation
Jerry Quinn, Miguel Ballesteros
Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment
Gonzalo Iglesias, William Tambellini, Adrià De Gispert et al.
Can Neural Machine Translation be Improved with User Feedback?
Julia Kreutzer, Shahram Khadivi, Evgeny Matusov et al.
Construction of the Literature Graph in Semantic Scholar
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula et al.
SystemT: Declarative Text Understanding for Enterprise
Laura Chiticariu, Marina Danilevsky, Yunyao Li et al.
Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles
Christopher Mitcheltree, Skyler Wharton, Avneesh Saluja
Atypical Inputs in Educational Applications
Su-Youn Yoon, Aoife Cahill, Anastassia Loukina et al.
Quality Estimation for Automatically Generated Titles of eCommerce Browse Pages
Nicola Ueffing, José G. C. de Souza, Gregor Leusch
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning
Pararth Shah, Dilek Hakkani-Tür, Bing Liu et al.
Data Collection for Dialogue System: A Startup Perspective
Yiping Kang, Yunqi Zhang, Jonathan K. Kummerfeld et al.
What we need to learn if we want to do and not just talk
Rashmi Gangadharaiah, Balakrishnan Narayanaswamy, Charles Elkan
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding
Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim et al.
Neural Network based Extreme Classification and Similarity Models for Product Matching
Kashif Shah, Selcuk Kopru, Jean-David Ruvini
Scalable Wide and Deep Learning for Computer Assisted Coding
Marilisa Amoia, Frank Diehl, Jesus Gimenez et al.
Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning
Xin Wang, Yuan-Fang Wang, William Yang Wang
Visually Guided Spatial Relation Extraction from Text
Taher Rahgooy, Umar Manzoor, Parisa Kordjamshidi
Visual Referring Expression Recognition: What Do Systems Actually Learn?
Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
The Emergence of Semantics in Neural Network Representations of Visual Information
Dhanush Dharmaretnam, Alona Fyshe
Punny Captions: Witty Wordplay in Image Descriptions
Arjun Chandrasekaran, Devi Parikh, Mohit Bansal
Learning to Color from Language
Varun Manjunatha, Mohit Iyyer, Jordan Boyd-Graber et al.