| 2018 | Chinese Poetry Generation with a Salient-Clue Mechanism. | Xiaoyuan Yi, Ruoyu Li, Maosong Sun |
| 2018 | From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information. | Hengru Xu, Shen Li, Renfen Hu, Si Li, Sheng Gao |
| 2018 | Multilingual Universal Dependency Parsing from Raw Text with Low-Resource Language Enhancement. | Yingting Wu, Hai Zhao, Jia-Jun Tong |
| 2018 | IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing. | Hui Wan, Tahira Naseem, Young-Suk Lee, Vittorio Castelli, Miguel Ballesteros |
| 2018 | From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading. | Stphan Tulkens, Dominiek Sandra, Walter Daelemans |
| 2018 | Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems. | Van-Khanh Tran, Le-Minh Nguyen |
| 2018 | Modeling Composite Labels for Neural Morphological Tagging. | Alexander Tkachenko, Kairit Sirts |
| 2018 | Embedded-State Latent Conditional Random Fields for Sequence Labeling. | Dung Thai, Sree Harsha Ramesh, Shikhar Murty, Luke Vilnis, Andrew McCallum |
| 2018 | UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task. | Milan Straka |
| 2018 | What can we gain from language models for morphological inflection? | Alexey Sorokin |
| 2018 | 82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models. | Aaron Smith, Bernd Bohnet, Miryam de Lhoneux, Joakim Nivre, Yan Shao, Sara Stymne |
| 2018 | Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? | Eylon Shoshan, Kira Radinsky |
| 2018 | Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games. | Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo, Roger Levy |
| 2018 | IIT(BHU)-IIITH at CoNLL-SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection. | Abhishek Sharma, Ganesh Katrapati, Dipti Misra Sharma |
| 2018 | Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task. | Amit Seker, Amir More, Reut Tsarfaty |
| 2018 | Finding the way from to a: Sub-character morphological inflection for the SIGMORPHON 2018 shared task. | Fynn Schrder, Marcel Kamlot, Gregor Billing, Arne Khn |
| 2018 | Commonsense Knowledge Base Completion and Generation. | Itsumi Saito, Kyosuke Nishida, Hisako Asano, Junji Tomita |
| 2018 | Semi-Supervised Neural System for Tagging, Parsing and Lematization. | Piotr Rybak, Alina Wrblewska |
| 2018 | CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task. | Rudolf Rosa, David Marecek |
| 2018 | Tbingen-Oslo system at SIGMORPHON shared task on morphological inflection. A multi-tasking multilingual sequence to sequence model. | Taraka Rama, agri ltekin |
| 2018 | Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists. | Taraka Rama |
| 2018 | Active Learning for Interactive Neural Machine Translation of Data Streams. | lvaro Peris, Francisco Casacuberta |
| 2018 | A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages. | Saziye Betl zates, Arzucan zgr, Tunga Gungor, Balkiz ztrk |
| 2018 | SParse: Ko University Graph-Based Parsing System for the CoNLL 2018 Shared Task. | Berkay Furkan nder, Can Gmeli, Deniz Yuret |
| 2018 | Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models. | Tong Niu, Mohit Bansal |