| 2018 | Learning to Embed Semantic Correspondence for Natural Language Understanding. | Sangkeun Jung, Jinsik Lee, Jiwon Kim |
| 2018 | AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing. | Tao Ji, Yufang Liu, Yijun Wang, Yuanbin Wu, Man Lan |
| 2018 | ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing. | Ganesh Jawahar, Benjamin Muller, Amal Fethi, Louis Martin, ric Villemonte de la Clergerie, Benot Sagot, Djam Seddah |
| 2018 | Experiments on Morphological Reinflection: CoNLL-2018 Shared Task. | Rishabh Jain, Anil Kumar Singh |
| 2018 | Universal Dependency Parsing with a General Transition-Based DAG Parser. | Daniel Hershcovich, Omri Abend, Ari Rappoport |
| 2018 | Sequence to Sequence Mixture Model for Diverse Machine Translation. | Xuanli He, Gholamreza Haffari, Mohammad Norouzi |
| 2018 | Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering. | Deepak Gupta, Pabitra Lenka, Asif Ekbal, Pushpak Bhattacharyya |
| 2018 | Continuous Word Embedding Fusion via Spectral Decomposition. | Tianfan Fu, Cheng Zhang, Stephan Mandt |
| 2018 | Unsupervised Sentence Compression using Denoising Auto-Encoders. | Thibault Fvry, Jason Phang |
| 2018 | The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency Parsers. | Murhaf Fares, Stephan Oepen, Lilja vrelid, Jari Bjrne, Richard Johansson |
| 2018 | IPS-WASEDA system at CoNLL-SIGMORPHON 2018 Shared Task on morphological inflection. | Rashel Fam, Yves Lepage |
| 2018 | Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data. | bel Elekes, Adrian Englhardt, Martin Schler, Klemens Bhm |
| 2018 | Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction. | Maha Elbayad, Laurent Besacier, Jakob Verbeek |
| 2018 | A Unified Neural Network Model for Geolocating Twitter Users. | Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond E. Wong, Fang Chen |
| 2018 | CEA LIST: Processing Low-Resource Languages for CoNLL 2018. | Elie Duthoo, Olivier Mesnard |
| 2018 | Attention-free encoder decoder for morphological processing. | Stefan Daniel Dumitrescu, Tiberiu Boros |
| 2018 | Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. | Steven Derby, Paul Miller, Brian Murphy, Barry Devereux |
| 2018 | Predefined Sparseness in Recurrent Sequence Models. | Thomas Demeester, Johannes Deleu, Frderic Godin, Chris Develder |
| 2018 | The CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. | Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Graldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, S. J. Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden |
| 2018 | Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks. | Edward Collins, Nikolai Rozanov, Bingbing Zhang |
| 2018 | Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP). | Trevor Cohen, Dominic Widdows |
| 2018 | The Lifted Matrix-Space Model for Semantic Composition. | Woojin Chung, Sheng-Fu Wang, Samuel R. Bowman |
| 2018 | A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing. | Danlu Chen, Mengxiao Lin, Zhifeng Hu, Xipeng Qiu |
| 2018 | Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis. | Yufei Chen, Sheng Huang, Fang Wang, Junjie Cao, Weiwei Sun, Xiaojun Wan |
| 2018 | Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation. | Wanxiang Che, Yijia Liu, Yuxuan Wang, Bo Zheng, Ting Liu |