ACL

Choosing Transfer Languages for Cross-Lingual Learning

Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig

Comments Proceedings of ACL 2019

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov

Comments ACL 2019 (camera-ready)

When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion

Elena Voita, Rico Sennrich, Ivan Titov

Comments ACL 2019 (camera-ready)

Delta Embedding Learning

Xiao Zhang, Ji Wu, Dejing Dou

Comments Accepted to ACL 2019

Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains

Claudia Schulz, Christian M. Meyer, Jan Kiesewetter, Michael Sailer, Elisabeth Bauer, Martin R. Fischer, Frank Fischer, Iryna Gurevych

Comments To appear in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019)

Cross-Lingual Training for Automatic Question Generation

Vishwajeet Kumar, Nitish Joshi, Arijit Mukherjee, Ganesh Ramakrishnan, Preethi Jyothi

Comments ACL 2019

Derivational Morphological Relations in Word Embeddings

Tomáš Musil, Jonáš Vidra, David Mareček

Comments 8 pages, accepted to BlackBox NLP workshop collocated with ACL 2019 in Florence

Fine-Grained Entity Typing in Hyperbolic Space

Federico López, Benjamin Heinzerling, Michael Strube

Comments 12 pages, 4 figures, final version, accepted at the 4th Workshop on Representation Learning for NLP (RepL4NLP), held in conjunction with ACL 2019

Robust Neural Machine Translation with Doubly Adversarial Inputs

Yong Cheng, Lu Jiang, Wolfgang Macherey

Comments Accepted by ACL 2019

GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling

Yijin Liu, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

Comments Accepted as a long paper at ACL 2019. Code is available at: https://github.com/Adaxry/GCDT

An Analysis of Emotion Communication Channels in Fan Fiction: Towards Emotional Storytelling

Evgeny Kim, Roman Klinger

Comments Accepted for the Storytelling Workshop at ACL 2019

Explain Yourself! Leveraging Language Models for Commonsense Reasoning

Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Socher

Comments Accepted at ACL, 11 pages total

Journal ref In Proceedings of the Association for Computational Linguistics (ACL), 2019. Florence, Italy

SParC: Cross-Domain Semantic Parsing in Context

Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir Radev

Comments Accepted to ACL 2019, long paper

An Imitation Learning Approach to Unsupervised Parsing

Bowen Li, Lili Mou, Frank Keller

Comments ACL2019

Energy and Policy Considerations for Deep Learning in NLP

Emma Strubell, Ananya Ganesh, Andrew McCallum

Comments In the 57th Annual Meeting of the Association for Computational Linguistics (ACL). Florence, Italy. July 2019

Variational Pretraining for Semi-supervised Text Classification

Suchin Gururangan, Tam Dang, Dallas Card, Noah A. Smith

Comments ACL 2019

Large-Scale Multi-Label Text Classification on EU Legislation

Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos

Comments 9 pages, short paper at ACL 2019. arXiv admin note: text overlap with arXiv:1905.10892

On the Realization of Compositionality in Neural Networks

Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni

Comments To appear at BlackboxNLP 2019, ACL

Transcoding compositionally: using attention to find more generalizable solutions

Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni

Comments to appear at BlackboxNLP 2019, ACL

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis

Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo

Comments 10 pages

Journal ref ACL 2019

Dynamically Fused Graph Network for Multi-hop Reasoning

Yunxuan Xiao, Yanru Qu, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu

Comments Accepted by ACL 19

Semantic Neural Machine Translation using AMR

Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su

Comments Transaction of ACL 2019

Journal ref Transactions of the Association for Computational Linguistics, 7, pages19-31, 2019

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions

Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic

Journal ref ACL 2019

Open Vocabulary Learning for Neural Chinese Pinyin IME

Zhuosheng Zhang, Yafang Huang, Hai Zhao

Comments Accepted by ACL 2019

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition

Hongming Zhang, Hantian Ding, Yangqiu Song

Comments Accepted by ACL 2019

Learning to Rank for Plausible Plausibility

Zhongyang Li, Tongfei Chen, Benjamin Van Durme

Comments To appear in ACL 2019

Neural Legal Judgment Prediction in English

Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras

Comments 7 pages, short paper at ACL 2019

Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings

Rami Aly, Shantanu Acharya, Alexander Ossa, Arne Köhn, Chris Biemann, Alexander Panchenko

Comments 7 pages (5 + 2 pages references), 2 Figures, 3 Tables, Accepted to the ACL 2019 conference. Will appear in its proceedings

Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron

Yunsu Kim, Hendrik Rosendahl, Nick Rossenbach, Jan Rosendahl, Shahram Khadivi, Hermann Ney

Comments ACL 2019 Repl4NLP camera-ready

Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples

Kit Kuksenok, Andriy Martyniv

Comments Included in the ACL2019 1st workshop on NLP for Conversational AI (Florence, Italy). Code available: https://github.com/jobpal/nex-cv