Accepted abstracts

Amit Moryossef, Yoav Goldberg and Ido Dagan. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation

Alessandro Suglia, Ioannis Konstas, Emanuele Bastianelli, Andrea Vanzo and Oliver Lemon. CompGuessWhat?!: Learning Compositional Representations for Interactive Grounded Language Learning

Richard Csaky, Patrik Purgai and Gabor Recski. Improving Neural Conversational Models with Entropy-Based Data Filtering

Pinelopi Papalampidi, Frank Keller and Mirella Lapata. Movie Plot Analysis via Turning Point Identification

Ryan Garland, Sophia Goldberg and Erik Mathiesen-Dreyfus. Embedding Knowledge Graphs as Languages with BERT

Andrey Kutuzov. Diachronic evolution of evaluative adjectives and distributional models: the case for English, Norwegian, and Russian

Bruno Taillé, Vincent Guigue and Patrick Gallinari. Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization

Todor Mihaylov and Anette Frank. Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension

Nicola De Cao, Wilker Aziz and Ivan Titov. Multi-hop Question Answering with Graph Convolutional Networks

Atsuki Yamaguchi and Katsuhide Fujita. Breakdown Detection in Negotiation Dialogues

Omri Koshorek, Gabriel Satanovsky, Yichu Zhou, Vivek Srikumar and Jonathan Berant. On the Limits of Learning to Actively Learn Semantic Representations

Giorgos Vernikos, Alexandra Chronopoulou and Katerina Margatina. Adversarial Fine-Tuning of Pretrained Representations

Paula Czarnowska, Sebastian Ruder, Edouard Grave, Ryan Cotterell and Ann Copestake. Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction

Alva Liu, Rui Ferreira, Rishabh Mehrotra, Marcus Isaksson and Daniel Lazarovski. Word Representations from Structured Musical Data

Peter Martigny and Kireet Reddy. A flexible framework for reproducible experimentation and transfer learning in NLP

Vishrav Chaudhary, Yuqing Tang, Francisco Guzman, Holger Schwenk and Philipp Koehn. Corpus Filtering for Low-Resource languages using Multilingual Sentence Embeddings

Nikita Moghe, Priyesh Vijayan, Balaraman Ravindran and Mitesh M. Khapra. On Incorporating Structural Information to Improve Dialogue Response Generation

Maximin Coavoux and Matthias Gallé. Unsupervised Aspect-Based Neural Abstractive Summarization of User-Generated Reviews

Valentina Pyatkin, Ohad Rubin and Jonathan Berant. The Importance of the Formal Language for Semantic Parsing

Debjit Paul and Anette Frank. Graph-based Multi-Hop Commonsense Knowledge

Hila Gonen and Yoav Goldberg. Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

Bianca Scarlini, Tommaso Pasini and Roberto Navigli. One Sense per Category for Producing Multilingual Sense-Annotated Data

Rahul Aralikatte, Heather Lent, Ana Valeria Gonzalez, Daniel Herscovich, Chen Qui, Anders Sandholm, Michael Ringaard and Anders Søgaard. Rewarding Coreference Resolvers for Being Consistent with World Knowledge

Vinit Ravishankar, Lilja Øvrelid and Erik Velldal. Multilingual Probing of Contextual Sentence Encoders

Alan Ramponi, Barbara Plank and Rosario Lombardo. On the impact of cross-domain edge detection in biomedical event extraction

Lijun Lyu and Besnik Fetahu. Combining Convolution and Recurrent Neural Models for Post-Hoc OCR Correction of Low Resource Historical Corpora

Wei Zhao, Yang Gao and Steffen Eger. X-lingual Metric: Machine Translation Evaluation without Human References

Ece Takmaz, Lisa Beinborn, Sandro Pezzelle and Raquel Fernández. Enhancing Neural Image Captioning with Eye-Tracking

Mario Giulianelli, Marco Del Tredici and Raquel Fernández. Lexical Semantic Change Analysis with Contextualised Word Representations

Tal Schuster, Darsh Shah, Roei Schuster, Serene Yeo, Enrico Santus and Regina Barzilay. Opportunities and Challenges in Automatic Detection of Fake News

Ben Peters, Vlad Niculae and André F.T. Martins. Sequence-to-Sequence Modeling with Sparsemax and Entmax

Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas and Alexandros Potamianos. SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression

Patrick Lewis, Ludovic Denoyer and Sebastian Riedel. Unsupervised Question Answering by Cloze Translation

Anton Alekseev, Valentin Malykh and Elena Tutubalina. AspeRa: Aspect-Based Rating Prediction Based on User Reviews

Vasiliki Kougia, John Pavlopoulos and Ion Androutsopoulos. A Survey on Biomedical Image Captioning

Michalina Strzyz, David Vilares and Carlos Gómez-Rodríguez. Learning Parsing Representations as Sequence Tagging

Quentin Grail and Julien Perez. Differentiable Consistency Loss in Machine Reading Comprehension

Gabriele Pergola, Lin Gui and Yulan He. TDAM: a Topic-Dependent Attention Model for Sentiment Analysis

Pranava Madhyastha and Rishabh Jain. On Model Stability as Function of Random Seed

Ilseyar Alimova. Entity-level Classification of Adverse Drug Reactions: a Comparison of Neural Network Models

Manuel Ciosici, Leon Derczynski and Ira Assent. Characterizing the information content of Brown clusters

Letitia Elena Parcalabescu and Anette Frank. Unsupervised Text to Scene Graph Alignment with WordNet Neighborhood

David M. Howcroft, Karin Sevegnani, Ondrej Dusek, Ioannis Konstas and Verena Rieser. Noise and Neural Natural Language Generation: Rubbish in, Rubbish out?

Benjamin Townsend. OSCAR: Scalable Convolutions Aggregated Recursively. An Efficient Transformer Alternative for NLP - Abstract

David M. Howcroft. Arguing for consistency in the human evaluation \\of natural language generation systems

Abhishek Srivastava, Benjamin Muller and Djamé Seddah. Unsupervised Learning for Handling Code-Mixed Data: A Case Study on POS Tagging of North-African Arabizi Dialect

Oana-Maria Camburu, Tim Rocktäschel, Thomas Lukasiewicz and Phil Blunsom. e-SNLI: Natural Language Inference with Natural Language Explanations

Chris Kennedy, Geoff Bacon, Nora Broege, Alexander Sahn and Claudia von Vacano. Measuring hate speech in big data by unifying deep learning with item response theory

Anne Lauscher, Ivan Vulić and Goran Glavaš. DEBIE: Implicit and Explicit Debiasing of Distributional Word Vector Spaces

Tzuf Paz-Argaman and Reut Tsarfaty. RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation

Taha Tobaili and Goran Glavaš. Discovering Orthographic and Morphological Variances in Low-Resourced Languages

Yanai Elazar, Abhijit Mahabal, Deepak Ramachandran, Tania Bedrax-Weiss and Dan Roth. How Large Are Lions? Inducing Distributions over Quantitative Attributes

Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong and Francisco Guzman. WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia

Aishwarya Kamath and Jonas Pfeiffer. Multi-Modal Embeddings for Common Sense Reasoning

Francisco Guzman, Peng-Jen Cheng, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary and Marc Aurelio Ranzato. Two New Evaluation Datasets for Low-Resource Machine Translation

Parag Jain and Priyanka Agrawal. Unified Semantic Parsing with Weak Supervision