---
title: "CoNLL 2018 — all accepted papers with summaries and citations"
description: "All 98 papers of CoNLL 2018, the most cited first; those with our summary link to it. Among them: Universal Dependency Parsing from Scratch ↗"
canonical: "https://research.elamur.ai/free/en/venues/conll/2018/papers/"
---
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# CoNLL 2018: all accepted papers

98 papers · the most cited first · [← CoNLL 2018](https://md.research.elamur.ai/free/en/venues/conll/2018/)

1. **[Universal Dependency Parsing from Scratch ↗](https://aclanthology.org/K18-2016/)**Peng Qi, Timothy Dozat, Yuhao Zhang et al.*259 citations*
2. **[Simple Unsupervised Keyphrase Extraction using Sentence Embeddings ↗](https://aclanthology.org/K18-1022/)**Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann et al.*235 citations*
3. **[End-to-End Neural Entity Linking ↗](https://aclanthology.org/K18-1050/)**Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann*228 citations*
4. **[Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation ↗](https://aclanthology.org/K18-2005/)**Wanxiang Che, Yijia Liu, Yuxuan Wang et al.*116 citations*
5. **[UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task](https://md.research.elamur.ai/free/en/papers/straka-2018-udpipe-2-0-prototype-conll/)**Milan Straka*115 citations · our summary*
6. **[Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis ↗](https://aclanthology.org/K18-1018/)**Lishuang Li, Yang Liu, AnQiao Zhou*94 citations*
7. **[Sequence Classification with Human Attention ↗](https://aclanthology.org/K18-1030/)**Maria Barrett, Joachim Bingel, Nora Hollenstein et al.*94 citations*
8. **[Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge ↗](https://aclanthology.org/K18-1007/)**Pasquale Minervini, Sebastian Riedel*85 citations*
9. **[Multi-Modal Sequence Fusion via Recursive Attention for Emotion Recognition ↗](https://aclanthology.org/K18-1025/)**Rory Beard, Ritwik Das, Raymond W. M. Ng et al.*73 citations*
10. **[The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection ↗](https://aclanthology.org/K18-3001/)**Ryan Cotterell, Christo Kirov, John Sylak-Glassman et al.*70 citations*
11. **[CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies](https://md.research.elamur.ai/free/en/papers/zeman-2018-conll-2018-shared-task-multilingual/)**Daniel Zeman, Jan Hajič, Martin Popel et al.*61 citations · our summary*
12. **[82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models ↗](https://aclanthology.org/K18-2011/)**Aaron Smith, Bernd Bohnet, Miryam de Lhoneux et al.*60 citations*
13. **[Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models ↗](https://aclanthology.org/K18-1047/)**Tong Niu, Mohit Bansal*60 citations*
14. **[Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! ↗](https://aclanthology.org/K18-1031/)**Katharina Kann, Sascha Rothe, Katja Filippova*50 citations*
15. **[Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task ↗](https://aclanthology.org/K18-2013/)**Jenna Kanerva, Filip Ginter, Niko Miekka et al.*49 citations*
16. **[Unsupervised Sentence Compression using Denoising Auto-Encoders ↗](https://aclanthology.org/K18-1040/)**Thibault Févry, Jason Phang*49 citations*
17. **[Commonsense Knowledge Base Completion and Generation ↗](https://aclanthology.org/K18-1014/)**Itsumi Saito, Kyosuke Nishida, Hisako Asano et al.*48 citations*
18. **[Sequence to Sequence Mixture Model for Diverse Machine Translation ↗](https://aclanthology.org/K18-1056/)**Xuanli He, Gholamreza Haffari, Mohammad Norouzi*45 citations*
19. **[Active Learning for Interactive Neural Machine Translation of Data Streams ↗](https://aclanthology.org/K18-1015/)**Álvaro Peris, Francisco Casacuberta*44 citations*
20. **[Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension ↗](https://aclanthology.org/K18-1011/)**Matthias Blohm, Glorianna Jagfeld, Ekta Sood et al.*42 citations*
21. **[Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation ↗](https://aclanthology.org/K18-1028/)**Mikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio et al.*42 citations*
22. **[A Temporally Sensitive Submodularity Framework for Timeline Summarization ↗](https://aclanthology.org/K18-1023/)**Sebastian Martschat, Katja Markert*37 citations*
23. **[IIT(BHU)–IIITH at CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection ↗](https://aclanthology.org/K18-3013/)**Abhishek Sharma, Ganesh Katrapati, Dipti Misra Sharma*36 citations*
24. **[Bidirectional Generative Adversarial Networks for Neural Machine Translation ↗](https://aclanthology.org/K18-1019/)**Zhirui Zhang, Shujie Liu, Mu Li et al.*34 citations*
25. **[An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing ↗](https://aclanthology.org/K18-2008/)**Dat Quoc Nguyen, Karin Verspoor*32 citations*
26. **[Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction ↗](https://aclanthology.org/K18-1021/)**Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell et al.*32 citations*
27. **[Learning to Actively Learn Neural Machine Translation ↗](https://aclanthology.org/K18-1033/)**Ming Liu, Wray Buntine, Gholamreza Haffari*30 citations*
28. **[NLP-Cube: End-to-End Raw Text Processing With Neural Networks ↗](https://aclanthology.org/K18-2017/)**Tiberiu Boros, Stefan Daniel Dumitrescu, Ruxandra Burtica*30 citations*
29. **[Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge ↗](https://aclanthology.org/K18-1048/)**Debanjan Chaudhuri, Agustinus Kristiadi, Jens Lehmann et al.*29 citations*
30. **[Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction ↗](https://aclanthology.org/K18-1010/)**Maha Elbayad, Laurent Besacier, Jakob Verbeek*29 citations*
31. **[Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks ↗](https://aclanthology.org/K18-1037/)**Edward Collins, Nikolai Rozanov, Bingbing Zhang*26 citations*
32. **[AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing ↗](https://aclanthology.org/K18-2025/)**Tao Ji, Yufang Liu, Yijun Wang et al.*21 citations*
33. **[Semi-Supervised Neural System for Tagging, Parsing and Lematization ↗](https://aclanthology.org/K18-2004/)**Piotr Rybak, Alina Wróblewska*21 citations*
34. **[CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task ↗](https://aclanthology.org/K18-2019/)**Rudolf Rosa, David Mareček*20 citations*
35. **[Lessons Learned in Multilingual Grounded Language Learning ↗](https://aclanthology.org/K18-1039/)**Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté et al.*20 citations*
36. **[Global Attention for Name Tagging ↗](https://aclanthology.org/K18-1009/)**Boliang Zhang, Spencer Whitehead, Lifu Huang et al.*19 citations*
37. **[UZH at CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection ↗](https://aclanthology.org/K18-3008/)**Peter Makarov, Simon Clematide*19 citations*
38. **[Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing ↗](https://aclanthology.org/K18-2006/)**Zuchao Li, Shexia He, Zhuosheng Zhang et al.*18 citations*
39. **[Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering ↗](https://aclanthology.org/K18-1012/)**Deepak Gupta, Pabitra Lenka, Asif Ekbal et al.*18 citations*
40. **[Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus ↗](https://aclanthology.org/K18-1044/)**Roxanne El Baff, Henning Wachsmuth, Khalid Al-Khatib et al.*17 citations*
41. **[SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations ↗](https://aclanthology.org/K18-2014/)**KyungTae Lim, Cheoneum Park, Changki Lee et al.*17 citations*
42. **[Churn Intent Detection in Multilingual Chatbot Conversations and Social Media ↗](https://aclanthology.org/K18-1016/)**Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos et al.*16 citations*
43. **[Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner ↗](https://aclanthology.org/K18-1053/)**Yury Zemlyanskiy, Fei Sha*15 citations*
44. **[IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing ↗](https://aclanthology.org/K18-2009/)**Hui Wan, Tahira Naseem, Young-Suk Lee et al.*15 citations*
45. **[A Unified Neural Network Model for Geolocating Twitter Users ↗](https://aclanthology.org/K18-1005/)**Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond Wong et al.*14 citations*
46. **[The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency Parsers](https://md.research.elamur.ai/free/en/papers/fares-2018-2018-shared-task-extrinsic-parser/)**Murhaf Fares, Stephan Oepen, Lilja Øvrelid et al.*14 citations · our summary*
47. **[Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge ↗](https://aclanthology.org/K18-1026/)**Steven Derby, Paul Miller, Brian Murphy et al.*14 citations*
48. **[Weakly-Supervised Neural Semantic Parsing with a Generative Ranker ↗](https://aclanthology.org/K18-1035/)**Jianpeng Cheng, Mirella Lapata*14 citations*
49. **[Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP) ↗](https://aclanthology.org/K18-1045/)**Trevor Cohen, Dominic Widdows*13 citations*
50. **[Modeling Composite Labels for Neural Morphological Tagging ↗](https://aclanthology.org/K18-1036/)**Alexander Tkachenko, Kairit Sirts*13 citations*
51. **[Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis ↗](https://aclanthology.org/K18-1054/)**Yufei Chen, Sheng Huang, Fang Wang et al.*12 citations*
52. **[Chinese Poetry Generation with a Salient-Clue Mechanism ↗](https://aclanthology.org/K18-1024/)**Xiaoyuan Yi, Ruoyu Li, Maosong Sun*11 citations*
53. **[Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games ↗](https://aclanthology.org/K18-1029/)**Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo et al.*11 citations*
54. **[Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems ↗](https://aclanthology.org/K18-1003/)**Van-Khanh Tran, Le-Minh Nguyen*11 citations*
55. **[Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit ↗](https://aclanthology.org/K18-1034/)**Amrith Krishna, Bodhisattwa P. Majumder, Rajesh Bhat et al.*11 citations*
56. **[Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity ↗](https://aclanthology.org/K18-1038/)**Paola Merlo, Francesco Ackermann*11 citations*
57. **[Aggregated Semantic Matching for Short Text Entity Linking ↗](https://aclanthology.org/K18-1046/)**Feng Nie, Shuyan Zhou, Jing Liu et al.*9 citations*
58. **[Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding ↗](https://aclanthology.org/K18-3011/)**Yova Kementchedjhieva, Johannes Bjerva, Isabelle Augenstein*9 citations*
59. **[BME-HAS System for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection ↗](https://aclanthology.org/K18-3016/)**Judit Ács*7 citations*
60. **[Learning to Embed Semantic Correspondence for Natural Language Understanding ↗](https://aclanthology.org/K18-1013/)**Sangkeun Jung, Jinsik Lee, Jiwon Kim*7 citations*
61. **[Universal Dependency Parsing with a General Transition-Based DAG Parser ↗](https://aclanthology.org/K18-2010/)**Daniel Hershcovich, Omri Abend, Ari Rappoport*7 citations*
62. **[AX Semantics' Submission to the CoNLL–SIGMORPHON 2018 Shared Task ↗](https://aclanthology.org/K18-3004/)**Andreas Madsack, Alessia Cavallo, Johanna Heininger et al.*6 citations*
63. **[Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection ↗](https://aclanthology.org/K18-3015/)**Saeed Najafi, Bradley Hauer, Rashed Rubby Riyadh et al.*6 citations*
64. **[ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing ↗](https://aclanthology.org/K18-2023/)**Ganesh Jawahar, Benjamin Muller, Amal Fethi et al.*6 citations*
65. **[From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information ↗](https://aclanthology.org/K18-1055/)**Hengru Xu, Shen Li, Renfen Hu et al.*6 citations*
66. **[Multilingual Universal Dependency Parsing from Raw Text with Low-Resource Language Enhancement ↗](https://aclanthology.org/K18-2007/)**Yingting Wu, Hai Zhao, Jia-Jun Tong*6 citations*
67. **[The Lifted Matrix-Space Model for Semantic Composition ↗](https://aclanthology.org/K18-1049/)**WooJin Chung, Sheng-Fu Wang, Samuel R. Bowman*6 citations*
68. **[Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks](https://md.research.elamur.ai/free/en/papers/arakelyan-2018-jointud-part-speech-tagging-lemmatization/)**Gor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian*6 citations · our summary*
69. **[What can we gain from language models for morphological inflection? ↗](https://aclanthology.org/K18-3012/)**Alexey Sorokin*6 citations*
70. **[A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages ↗](https://aclanthology.org/K18-2024/)**Şaziye Betül Özateş, Arzucan Özgür, Tunga Güngör et al.*5 citations*
71. **[DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding ↗](https://aclanthology.org/K18-1043/)**Min Li, Marina Danilevsky, Sara Noeman et al.*5 citations*
72. **[Embedded-State Latent Conditional Random Fields for Sequence Labeling ↗](https://aclanthology.org/K18-1001/)**Dung Thai, Sree Harsha Ramesh, Shikhar Murty et al.*5 citations*
73. **[Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation ↗](https://aclanthology.org/K18-1017/)**Ander Barrena, Aitor Soroa, Eneko Agirre*5 citations*
74. **[Linguistically-Based Deep Unstructured Question Answering ↗](https://aclanthology.org/K18-1042/)**Ahmad Aghaebrahimian*5 citations*
75. **[Morphological Reinflection in Context: CU Boulder's Submission to CoNLL–SIGMORPHON 2018 Shared Task ↗](https://aclanthology.org/K18-3010/)**Ling Liu, Ilamvazhuthy Subbiah, Adam Wiemerslage et al.*5 citations*
76. **[Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data ↗](https://aclanthology.org/K18-1041/)**Ábel Elekes, Adrian Englhardt, Martin Schäler et al.*5 citations*
77. **[Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task](https://md.research.elamur.ai/free/en/papers/seker-2018-universal-morpho-syntactic-parsing-contribution/)**Amit Seker, Amir More, Reut Tsarfaty*5 citations · our summary*
78. **[A Trio Neural Model for Dynamic Entity Relatedness Ranking ↗](https://aclanthology.org/K18-1004/)**Tu Ngoc Nguyen, Tuan Tran, Wolfgang Nejdl*4 citations*
79. **[Finding the way from ä to a: Sub-character morphological inflection for the SIGMORPHON 2018 shared task ↗](https://aclanthology.org/K18-3009/)**Fynn Schröder, Marcel Kamlot, Gregor Billing et al.*4 citations*
80. **[IPS-WASEDA system at CoNLL–SIGMORPHON 2018 Shared Task on morphological inflection ↗](https://aclanthology.org/K18-3003/)**Rashel Fam, Yves Lepage*4 citations*
81. **[Continuous Word Embedding Fusion via Spectral Decomposition ↗](https://aclanthology.org/K18-1002/)**Tianfan Fu, Cheng Zhang, Stephan Mandt*3 citations*
82. **[Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces ↗](https://aclanthology.org/K18-1051/)**Thomas Ager, Ondřej Kuželka, Steven Schockaert*3 citations*
83. **[Predefined Sparseness in Recurrent Sequence Models ↗](https://aclanthology.org/K18-1032/)**Thomas Demeester, Johannes Deleu, Fréderic Godin et al.*3 citations*
84. **[Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists ↗](https://aclanthology.org/K18-1027/)**Taraka Rama*3 citations*
85. **[A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing ↗](https://aclanthology.org/K18-2026/)**Danlu Chen, Mengxiao Lin, Zhifeng Hu et al.*2 citations*
86. **[Attention-free encoder decoder for morphological processing ↗](https://aclanthology.org/K18-3007/)**Stefan Daniel Dumitrescu, Tiberiu Boros*2 citations*
87. **[Experiments on Morphological Reinflection: CoNLL-2018 Shared Task ↗](https://aclanthology.org/K18-3005/)**Rishabh Jain, Anil Kumar Singh*2 citations*
88. **[Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? ↗](https://aclanthology.org/K18-1020/)**Eylon Shoshan, Kira Radinsky*2 citations*
89. **[SParse: Koç University Graph-Based Parsing System for the CoNLL 2018 Shared Task ↗](https://aclanthology.org/K18-2022/)**Berkay Önder, Can Gümeli, Deniz Yuret*2 citations*
90. **[Tree-Stack LSTM in Transition Based Dependency Parsing ↗](https://aclanthology.org/K18-2012/)**Ömer Kırnap, Erenay Dayanık, Deniz Yuret*2 citations*
91. **[CEA LIST: Processing Low-Resource Languages for CoNLL 2018 ↗](https://aclanthology.org/K18-2003/)**Elie Duthoo, Olivier Mesnard*1 citation*
92. **[From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading ↗](https://aclanthology.org/K18-1008/)**Stéphan Tulkens, Dominiek Sandra, Walter Daelemans*1 citation*
93. **[Corpus-Driven Thematic Hierarchy Induction ↗](https://aclanthology.org/K18-1006/)**Ilia Kuznetsov, Iryna Gurevych
94. **[KU-CST at CoNLL–SIGMORPHON 2018 Shared Task: a Tridirectional Model ↗](https://aclanthology.org/K18-3002/)**Manex Agirrezabal
95. **[Model Transfer with Explicit Knowledge of the Relation between Class Definitions ↗](https://aclanthology.org/K18-1052/)**Hiyori Yoshikawa, Tomoya Iwakura
96. **[The NYU System for the CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection ↗](https://aclanthology.org/K18-3006/)**Katharina Kann, Stanislas Lauly, Kyunghyun Cho
97. **[The SLT-Interactions Parsing System at the CoNLL 2018 Shared Task ↗](https://aclanthology.org/K18-2015/)**Riyaz A. Bhat, Irshad Bhat, Srinivas Bangalore
98. **[Tübingen-Oslo system at SIGMORPHON shared task on morphological inflection. A multi-tasking multilingual sequence to sequence model. ↗](https://aclanthology.org/K18-3014/)**Taraka Rama, Çağrı Çöltekin
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