Papers
Auto-Encoding Variational Neural Machine Translation
Bryan Eikema, Wilker Aziz
Constructive Type-Logical Supertagging With Self-Attention Networks
Konstantinos Kogkalidis, Michael Moortgat, Tejaswini Deoskar
On Evaluating Embedding Models for Knowledge Base Completion
Yanjie Wang, Daniel Ruffinelli, Rainer Gemulla et al.
Towards Robust Named Entity Recognition for Historic German
Stefan Schweter, Johannes Baiter
Composing Noun Phrase Vector Representations
Aikaterini-Lida Kalouli, Valeria de Paiva, Richard Crouch
Specializing Distributional Vectors of All Words for Lexical Entailment
Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti et al.
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron
Yunsu Kim, Hendrik Rosendahl, Nick Rossenbach et al.
Pitfalls in the Evaluation of Sentence Embeddings
Steffen Eger, Andreas Rücklé, Iryna Gurevych
MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding
Nils Rethmeier, Barbara Plank
Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks
Maxim Kodryan, Artem Grachev, Dmitry Ignatov et al.
Multilingual NMT with a Language-Independent Attention Bridge
Raúl Vázquez, Alessandro Raganato, Jörg Tiedemann et al.
An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation
Alessandro Raganato, Raúl Vázquez, Mathias Creutz et al.
Generative Adversarial Networks for Text Using Word2vec Intermediaries
Akshay Budhkar, Krishnapriya Vishnubhotla, Safwan Hossain et al.
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks
Matthew E. Peters, Sebastian Ruder, Noah A. Smith
Deep Generalized Canonical Correlation Analysis
Adrian Benton, Huda Khayrallah, Biman Gujral et al.
The Impact of Word Representations on Sequential Neural MWE Identification
Nicolas Zampieri, Carlos Ramisch, Geraldine Damnati
Ilfhocail: A Lexicon of Irish MWEs
Abigail Walsh, Teresa Lynn, Jennifer Foster
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions
Shiva Taslimipoor, Omid Rohanian, Le An Ha
Evaluating Automatic Term Extraction Methods on Individual Documents
Antonio Šajatović, Maja Buljan, Jan Šnajder et al.
Neural Lemmatization of Multiword Expressions
Marine Schmitt, Mathieu Constant
IDION: A database for Modern Greek multiword expressions
Stella Markantonatou, Panagiotis Minos, George Zakis et al.
Confirming the Non-compositionality of Idioms for Sentiment Analysis
Alyssa Hwang, Christopher Hidey
A Neural Graph-based Approach to Verbal MWE Identification
Jakub Waszczuk, Rafael Ehren, Regina Stodden et al.
Semantic Modelling of Adjective-Noun Collocations Using FrameNet
Yana Strakatova, Erhard Hinrichs