Papers
Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies
Barret Zoph, Ashish Vaswani, Jonathan May et al.
SODA:Service Oriented Domain Adaptation Architecture for Microblog Categorization
Himanshu Sharad Bhatt, Sandipan Dandapat, Peddamuthu Balaji et al.
Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas, Marine Carpuat
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization
Daniel Beck, Adrià de Gispert, Gonzalo Iglesias et al.
Stating the Obvious: Extracting Visual Common Sense Knowledge
Mark Yatskar, Vicente Ordonez, Ali Farhadi
Statistical Machine Translation between Related Languages
Pushpak Bhattacharyya, Mitesh M. Khapra, Anoop Kunchukuttan
Statistical Modeling of Creole Genesis
Yugo Murawaki
STransE: a novel embedding model of entities and relationships in knowledge bases
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu et al.
Structured Prediction with Output Embeddings for Semantic Image Annotation
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha et al.
Supertagging With LSTMs
Ashish Vaswani, Yonatan Bisk, Kenji Sagae et al.
Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives
Roy Schwartz, Roi Reichart, Ari Rappoport
Syntactic Parsing of Web Queries with Question Intent
Yuval Pinter, Roi Reichart, Idan Szpektor
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform
Paul Crook, Alex Marin, Vipul Agarwal et al.
Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang, David Gaddy, Regina Barzilay et al.
The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection
Junyi Jessy Li, Ani Nenkova
The Role of Context Types and Dimensionality in Learning Word Embeddings
Oren Melamud, David McClosky, Siddharth Patwardhan et al.
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality
Jey Han Lau, Timothy Baldwin
This is how we do it: Answer Reranking for Open-domain How Questions with Paragraph Vectors and Minimal Feature Engineering
Dasha Bogdanova, Jennifer Foster
Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang, Liang Lu, Mirella Lapata
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations
Patrick Ziering, Lonneke van der Plas
Transition-Based Syntactic Linearization with Lookahead Features
Ratish Puduppully, Yue Zhang, Manish Shrivastava
TransRead: Designing a Bilingual Reading Experience with Machine Translation Technologies
François Yvon, Yong Xu, Marianna Apidianaki et al.
Ultradense Word Embeddings by Orthogonal Transformation
Sascha Rothe, Sebastian Ebert, Hinrich Schütze
Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods
Martin Riedl, Chris Biemann
Unsupervised Learning of Prototypical Fillers for Implicit Semantic Role Labeling
Niko Schenk, Christian Chiarcos