---
title: "CoNLL 2018 — accepted papers — Elamur Research"
description: "CoNLL 2018 — accepted papers: 5 papers in the Elamur Research library (Brussels, Belgium), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/conll/2018/"
---
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# CoNLL 2018 — accepted papers

CoNLL 2018 is the 2018 edition of the Conference on Computational Natural Language Learning (CoNLL), held in Brussels, Belgium, October 2018 (publisher: Association for Computational Linguistics). The ACL Anthology lists 98 papers of it; our library holds 5 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**98** papers in the proceedings](#all) · [**5** works in our library](https://md.research.elamur.ai/free/en/venues/conll/2018/#works) · [**665** citations of these works](https://md.research.elamur.ai/free/en/venues/conll/2018/#works)**Brussels, Belgium** where it was held**October 2018** when

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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*

## All accepted papers (98)

The most cited first; 5 with our summary link to their page here, the others to the original.

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*

[See all 98 papers in CoNLL 2018 — accepted papers →](https://md.research.elamur.ai/free/en/venues/conll/2018/papers/)

## Papers with our summary in our library (5)

The most cited first (OpenAlex citations plus our library's).

1. [**CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies**Daniel Zeman, Jan Hajič, Martin Popel, et al.*2018 · 316 citations*](https://md.research.elamur.ai/free/en/papers/zeman-2018-conll-2018-shared-task-multilingual/)
2. [**UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task**Milan Straka*2018 · 303 citations*](https://md.research.elamur.ai/free/en/papers/straka-2018-udpipe-2-0-prototype-conll/)
3. [**The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency Parsers**Murhaf Fares, Stephan Oepen, Lilja Øvrelid, et al.*2018 · 27 citations*](https://md.research.elamur.ai/free/en/papers/fares-2018-2018-shared-task-extrinsic-parser/)
4. [**Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks**Gor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian*2018 · 10 citations*](https://md.research.elamur.ai/free/en/papers/arakelyan-2018-jointud-part-speech-tagging-lemmatization/)
5. [**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 · 9 citations*](https://md.research.elamur.ai/free/en/papers/seker-2018-universal-morpho-syntactic-parsing-contribution/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Universal Dependencies (4)](https://md.research.elamur.ai/free/en/topics/universal-dependencies/) · [English (4)](https://md.research.elamur.ai/free/en/topics/english/) · [Morphology (2)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Dependency parsing (1)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Part-of-speech tagging (1)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Hebrew & Aramaic (1)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Syntax & grammar formalisms (1)](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Modern Hebrew (1)](https://md.research.elamur.ai/free/en/topics/modern-hebrew/)

## Fields

[Arts and Humanities (5)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (5)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Milan Straka**2 works here · 619 citations](https://md.research.elamur.ai/free/en/authors/milan-straka/) · [🧑‍🔬**Daniel Zeman**1 work here · 316 citations](https://md.research.elamur.ai/free/en/authors/daniel-zeman/) · [🧑‍🔬**Filip Ginter**1 work here · 316 citations](https://md.research.elamur.ai/free/en/authors/filip-ginter/) · [🧑‍🔬**Jan Hajič**1 work here · 316 citations](https://md.research.elamur.ai/free/en/authors/jan-hajic/) · [🧑‍🔬**Joakim Nivre**1 work here · 316 citations](https://md.research.elamur.ai/free/en/authors/joakim-nivre/) · [🧑‍🔬**Martin Popel**1 work here · 316 citations](https://md.research.elamur.ai/free/en/authors/martin-popel/) · [🧑‍🔬**Martin Potthast**1 work here · 316 citations](https://md.research.elamur.ai/free/en/authors/martin-potthast/) · [🧑‍🔬**Slav Petrov**1 work here · 316 citations](https://md.research.elamur.ai/free/en/authors/slav-petrov/) · [🧑‍🔬**Lilja Øvrelid**1 work here · 27 citations](https://md.research.elamur.ai/free/en/authors/lilja-ovrelid/) · [🧑‍🔬**Murhaf Fares**1 work here · 27 citations](https://md.research.elamur.ai/free/en/authors/murhaf-fares/) · [🧑‍🔬**Richard Johansson**1 work here · 27 citations](https://md.research.elamur.ai/free/en/authors/richard-johansson/) · [🧑‍🔬**Stephan Oepen**1 work here · 27 citations](https://md.research.elamur.ai/free/en/authors/stephan-oepen/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Turku** Turku · Finland 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-turku/) · [🎓**Charles University** Prague · Czechia 2 works here](https://md.research.elamur.ai/free/en/universities/charles-university/) · [🎓**Uppsala University** Uppsala · Sweden 1 work here](https://md.research.elamur.ai/free/en/universities/uppsala-university/) · [🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Open University of Israel** Raanana · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/open-university-of-israel/) · [🎓**University of Oslo** Oslo · Norway 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-oslo/) · [🎓**Yerevan State University** Yerevan · Armenia 1 work here](https://md.research.elamur.ai/free/en/universities/yerevan-state-university/) · [🎓**Chalmers University of Technology** Gothenburg · Sweden 1 work here](https://md.research.elamur.ai/free/en/universities/chalmers-university-of-technology/) · [🎓**University of Gothenburg** Gothenburg · Sweden 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-gothenburg/) · [🎓**Leipzig University** Leipzig · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/leipzig-university/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous CoNLL 2017](https://md.research.elamur.ai/free/en/venues/conll/2017/)
- [next → CoNLL 2019](https://md.research.elamur.ai/free/en/venues/conll/2019/)
- [↑ back to CoNLL](https://md.research.elamur.ai/free/en/venues/conll/)