📰 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.

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 ScratchPeng Qi, Timothy Dozat, Yuhao Zhang et al.259 citations
2. Simple Unsupervised Keyphrase Extraction using Sentence EmbeddingsKamil Bennani-Smires, Claudiu Musat, Andreea Hossmann et al.235 citations
3. End-to-End Neural Entity LinkingNikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann228 citations
4. Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank ConcatenationWanxiang Che, Yijia Liu, Yuxuan Wang et al.116 citations
5. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka115 citations · our summary
6. Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment AnalysisLishuang Li, Yang Liu, AnQiao Zhou94 citations
7. Sequence Classification with Human AttentionMaria Barrett, Joachim Bingel, Nora Hollenstein et al.94 citations
8. Adversarially Regularising Neural NLI Models to Integrate Logical Background KnowledgePasquale Minervini, Sebastian Riedel85 citations
9. Multi-Modal Sequence Fusion via Recursive Attention for Emotion RecognitionRory Beard, Ritwik Das, Raymond W. M. Ng et al.73 citations
10. The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological ReinflectionRyan 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 ScratchPeng Qi, Timothy Dozat, Yuhao Zhang et al.259 citations
2. Simple Unsupervised Keyphrase Extraction using Sentence EmbeddingsKamil Bennani-Smires, Claudiu Musat, Andreea Hossmann et al.235 citations
3. End-to-End Neural Entity LinkingNikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann228 citations
4. Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank ConcatenationWanxiang Che, Yijia Liu, Yuxuan Wang et al.116 citations
5. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka115 citations · our summary
6. Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment AnalysisLishuang Li, Yang Liu, AnQiao Zhou94 citations
7. Sequence Classification with Human AttentionMaria Barrett, Joachim Bingel, Nora Hollenstein et al.94 citations
8. Adversarially Regularising Neural NLI Models to Integrate Logical Background KnowledgePasquale Minervini, Sebastian Riedel85 citations
9. Multi-Modal Sequence Fusion via Recursive Attention for Emotion RecognitionRory Beard, Ritwik Das, Raymond W. M. Ng et al.73 citations
10. The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological ReinflectionRyan Cotterell, Christo Kirov, John Sylak-Glassman et al.70 citations
11. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel et al.61 citations · our summary
12. 82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank ModelsAaron Smith, Bernd Bohnet, Miryam de Lhoneux et al.60 citations
13. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue ModelsTong Niu, Mohit Bansal60 citations
14. Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!Katharina Kann, Sascha Rothe, Katja Filippova50 citations
15. Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared TaskJenna Kanerva, Filip Ginter, Niko Miekka et al.49 citations
16. Unsupervised Sentence Compression using Denoising Auto-EncodersThibault Févry, Jason Phang49 citations
17. Commonsense Knowledge Base Completion and GenerationItsumi Saito, Kyosuke Nishida, Hisako Asano et al.48 citations
18. Sequence to Sequence Mixture Model for Diverse Machine TranslationXuanli He, Gholamreza Haffari, Mohammad Norouzi45 citations
19. Active Learning for Interactive Neural Machine Translation of Data StreamsÁlvaro Peris, Francisco Casacuberta44 citations
20. Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading ComprehensionMatthias Blohm, Glorianna Jagfeld, Ekta Sood et al.42 citations
21. Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic EvaluationMikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio et al.42 citations
22. A Temporally Sensitive Submodularity Framework for Timeline SummarizationSebastian Martschat, Katja Markert37 citations
23. IIT(BHU)–IIITH at CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological ReinflectionAbhishek Sharma, Ganesh Katrapati, Dipti Misra Sharma36 citations
24. Bidirectional Generative Adversarial Networks for Neural Machine TranslationZhirui Zhang, Shujie Liu, Mu Li et al.34 citations
25. An Improved Neural Network Model for Joint POS Tagging and Dependency ParsingDat Quoc Nguyen, Karin Verspoor32 citations

See all 98 papers in CoNLL 2018 — accepted 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 DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
2. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka2018 · 303 citations
3. The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency ParsersMurhaf Fares, Stephan Oepen, Lilja Øvrelid, et al.2018 · 27 citations
4. Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural NetworksGor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian2018 · 10 citations
5. Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared TaskAmit Seker, Amir More, Reut Tsarfaty2018 · 9 citations

🧭 Top topics

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

🌐Universal Dependencies (4)English (4)🧩Morphology (2)🌳Dependency parsing (1)🔤Part-of-speech tagging (1)🌍Multilingual & cross-lingual NLP (1)📏Evaluation & benchmarks (1)🕎Hebrew & Aramaic (1)📐Syntax & grammar formalisms (1)Modern Hebrew (1)

📚 Fields

🎭Arts and Humanities (5)🖥️Computer Science (5)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🎓University of TurkuTurku · Finland2 works here🎓Charles UniversityPrague · Czechia2 works here🎓Uppsala UniversityUppsala · Sweden1 work here🏢GoogleMountain View · United States1 work here🎓Open University of IsraelRaanana · Israel1 work here🎓University of OsloOslo · Norway1 work here🎓Yerevan State UniversityYerevan · Armenia1 work here🎓Chalmers University of TechnologyGothenburg · Sweden1 work here🎓University of GothenburgGothenburg · Sweden1 work here🎓Leipzig UniversityLeipzig · Germany1 work here

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

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