Papers
Efficient, Compositional, Order-sensitive n-gram Embeddings
Adam Poliak, Pushpendre Rastogi, M. Patrick Martin et al.
Mapping the Perfect via Translation Mining
Martijn van der Klis, Bert Le Bruyn, Henriëtte de Swart
Grounding Language by Continuous Observation of Instruction Following
Ting Han, David Schlangen
Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín, Pavel Král
Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents
Simon Keizer, Markus Guhe, Heriberto Cuayáhuitl et al.
Towards speech-to-text translation without speech recognition
Sameer Bansal, Herman Kamper, Adam Lopez et al.
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue
Mihail Eric, Christopher Manning
Real-Time Keyword Extraction from Conversations
Polykarpos Meladianos, Antoine Tixier, Ioannis Nikolentzos et al.
Derivation of Document Vectors from Adaptation of LSTM Language Model
Wei Li, Brian Mak
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization
Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau et al.
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification
Shiou Tian Hsu, Changsung Moon, Paul Jones et al.
Measuring Topic Coherence through Optimal Word Buckets
Nitin Ramrakhiyani, Sachin Pawar, Swapnil Hingmire et al.
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
Alexandra Schofield, Måns Magnusson, David Mimno
Bag of Tricks for Efficient Text Classification
Armand Joulin, Edouard Grave, Piotr Bojanowski et al.
The Interplay of Semantics and Morphology in Word Embeddings
Oded Avraham, Yoav Goldberg
Using Word Embedding for Cross-Language Plagiarism Detection
Jérémy Ferrero, Laurent Besacier, Didier Schwab et al.
How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis
Ivan Sanchez, Sebastian Riedel
Large-scale evaluation of dependency-based DSMs: Are they worth the effort?
Gabriella Lapesa, Stefan Evert
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources
Mohammad Taher Pilehvar, Nigel Collier
Neural Machine Translation with Recurrent Attention Modeling
Zichao Yang, Zhiting Hu, Yuntian Deng et al.
Producing Unseen Morphological Variants in Statistical Machine Translation
Matthias Huck, Aleš Tamchyna, Ondřej Bojar et al.
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
Felix Stahlberg, Adrià de Gispert, Eva Hasler et al.
Improving Evaluation of Document-level Machine Translation Quality Estimation
Yvette Graham, Qingsong Ma, Timothy Baldwin et al.