Papers
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.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 3 (Industry Papers)
Srinivas Bangalore, Jennifer Chu-Carroll, Yunyao Li
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.
An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data
Spandana Gella, Frank Keller
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
Chih-Wen Goo, Guang Gao, Yun-Kai Hsu et al.
Role-specific Language Models for Processing Recorded Neuropsychological Exams
Tuka Al Hanai, Rhoda Au, James Glass
Smaller Text Classifiers with Discriminative Cluster Embeddings
Mingda Chen, Kevin Gimpel
Natural Language to Structured Query Generation via Meta-Learning
Po-Sen Huang, Chenglong Wang, Rishabh Singh et al.