Papers
Unsupervised Neural Machine Translation with Future Rewarding
Xiangpeng Wei, Yue Hu, Luxi Xing et al.
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu et al.
Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning
Xuewen Shi, Heyan Huang, Wenguan Wang et al.
Policy Preference Detection in Parliamentary Debate Motions
Gavin Abercrombie, Federico Nanni, Riza Batista-Navarro et al.
Representation Learning and Dynamic Programming for Arc-Hybrid Parsing
Joseph Le Roux, Antoine Rozenknop, Mathieu Lacroix
Comparing Top-Down and Bottom-Up Neural Generative Dependency Models
Austin Matthews, Graham Neubig, Chris Dyer
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages
Yi Zhu, Benjamin Heinzerling, Ivan Vulić et al.
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets
Ohad Rozen, Vered Shwartz, Roee Aharoni et al.
Generating Timelines by Modeling Semantic Change
Guy D. Rosin, Kira Radinsky
Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition Supersenses
Jakob Prange, Nathan Schneider, Omri Abend
Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding
Chaodong Tong, Huailiang Peng, Qiong Dai et al.
Learning to Represent Bilingual Dictionaries
Muhao Chen, Yingtao Tian, Haochen Chen et al.
Weird Inflects but OK: Making Sense of Morphological Generation Errors
Kyle Gorman, Arya D. McCarthy, Ryan Cotterell et al.
Learning Conceptual Spaces with Disentangled Facets
Rana Alshaikh, Zied Bouraoui, Steven Schockaert
Federated Learning of N-Gram Language Models
Mingqing Chen, Ananda Theertha Suresh, Rajiv Mathews et al.
Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon
Paola Merlo, Maria Andueza Rodriguez
Representing Movie Characters in Dialogues
Mahmoud Azab, Noriyuki Kojima, Jia Deng et al.
Compositional Generalization in Image Captioning
Mitja Nikolaus, Mostafa Abdou, Matthew Lamm et al.
Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns
Ella Rabinovich, Julia Watson, Barend Beekhuizen et al.
Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models
Grusha Prasad, Marten van Schijndel, Tal Linzen
Large-Scale Representation Learning from Visually Grounded Untranscribed Speech
Gabriel Ilharco, Yuan Zhang, Jason Baldridge
Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering
J. Edward Hu, Abhinav Singh, Nils Holzenberger et al.
Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation
Qianchu Liu, Diana McCarthy, Ivan Vulić et al.
Multilingual Model Using Cross-Task Embedding Projection
Jin Sakuma, Naoki Yoshinaga