| 2018 | Aggregated Semantic Matching for Short Text Entity Linking. | Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong Pan |
| 2018 | An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing. | Dat Quoc Nguyen, Karin Verspoor |
| 2018 | A Trio Neural Model for Dynamic Entity Relatedness Ranking. | Tu Ngoc Nguyen, Tuan Tran, Wolfgang Nejdl |
| 2018 | Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection. | Saeed Najafi, Bradley Hauer, Rashed Rubby Riyadh, Leyuan Yu, Grzegorz Kondrak |
| 2018 | Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge. | Pasquale Minervini, Sebastian Riedel |
| 2018 | Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity. | Paola Merlo, Francesco Ackermann |
| 2018 | A Temporally Sensitive Submodularity Framework for Timeline Summarization. | Sebastian Martschat, Katja Markert |
| 2018 | UZH at CoNLL-SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection. | Peter Makarov, Simon Clematide |
| 2018 | AX Semantics' Submission to the CoNLL-SIGMORPHON 2018 Shared Task. | Andreas Madsack, Alessia Cavallo, Johanna Heininger, Robert Weigraeber |
| 2018 | Morphological Reinflection in Context: CU Boulder's Submission to CoNLL-SIGMORPHON 2018 Shared Task. | Ling Liu, Ilamvazhuthy Subbiah, Adam Wiemerslage, Jonathan Lilley, Sarah R. Moeller |
| 2018 | Learning to Actively Learn Neural Machine Translation. | Ming Liu, Wray L. Buntine, Gholamreza Haffari |
| 2018 | SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations. | Kyungtae Lim, Cheon-Eum Park, Changki Lee, Thierry Poibeau |
| 2018 | Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis. | Lishuang Li, Yang Liu, Anqiao Zhou |
| 2018 | Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing. | Zuchao Li, Shexia He, Zhuosheng Zhang, Hai Zhao |
| 2018 | DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. | Min Li, Marina Danilevsky, Sara Noeman, Yunyao Li |
| 2018 | Corpus-Driven Thematic Hierarchy Induction. | Ilia Kuznetsov, Iryna Gurevych |
| 2018 | Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit. | Amrith Krishna, Bodhisattwa Prasad Majumder, Rajesh Shreedhar Bhat, Pawan Goyal |
| 2018 | End-to-End Neural Entity Linking. | Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann |
| 2018 | Tree-Stack LSTM in Transition Based Dependency Parsing. | mer Kirnap, Erenay Dayanik, Deniz Yuret |
| 2018 | Copenhagen at CoNLL-SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding. | Yova Kementchedjhieva, Johannes Bjerva, Isabelle Augenstein |
| 2018 | Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction. | Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell, Anders Sgaard |
| 2018 | Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! | Katharina Kann, Sascha Rothe, Katja Filippova |
| 2018 | The NYU System for the CoNLL-SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection. | Katharina Kann, Stanislas Lauly, Kyunghyun Cho |
| 2018 | Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task. | Jenna Kanerva, Filip Ginter, Niko Miekka, Akseli Leino, Tapio Salakoski |
| 2018 | Lessons Learned in Multilingual Grounded Language Learning. | kos Kdr, Desmond Elliott, Marc-Alexandre Ct, Grzegorz Chrupala, Afra Alishahi |