📰 CoNLL 2015 — accepted papers

CoNLL 2015 is the 2015 edition of the Conference on Computational Natural Language Learning (CoNLL), held in Beijing, China, July 2015 (publisher: Association for Computational Linguistics). The ACL Anthology lists 53 papers of it; our library holds 6 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. Multichannel Variable-Size Convolution for Sentence ClassificationWenpeng Yin, Hinrich Schütze162 citations
2. Finding Opinion Manipulation Trolls in News Community ForumsTodor Mihaylov, Georgi Georgiev, Preslav Nakov133 citations
3. The CoNLL-2015 Shared Task on Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan et al.128 citations · our summary
4. Symmetric Pattern Based Word Embeddings for Improved Word Similarity PredictionRoy Schwartz, Roi Reichart, Ari Rappoport108 citations
5. Cross-lingual syntactic variation over age and genderAnders Johannsen, Dirk Hovy, Anders Søgaard84 citations
6. A Synchronous Hyperedge Replacement Grammar based approach for AMR parsingXiaochang Peng, Linfeng Song, Daniel Gildea83 citations
7. One Million Sense-Tagged Instances for Word Sense Disambiguation and InductionKaveh Taghipour, Hwee Tou Ng78 citations
8. Detecting Semantically Equivalent Questions in Online User ForumsDasha Bogdanova, Cícero dos Santos, Luciano Barbosa et al.73 citations
9. A Joint Framework for Coreference Resolution and Mention Head DetectionHaoruo Peng, Kai-Wei Chang, Dan Roth48 citations · our summary
10. Task-Oriented Learning of Word Embeddings for Semantic Relation ClassificationKazuma Hashimoto, Pontus Stenetorp, Makoto Miwa et al.47 citations

All accepted papers (53)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. Multichannel Variable-Size Convolution for Sentence ClassificationWenpeng Yin, Hinrich Schütze162 citations
2. Finding Opinion Manipulation Trolls in News Community ForumsTodor Mihaylov, Georgi Georgiev, Preslav Nakov133 citations
3. The CoNLL-2015 Shared Task on Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan et al.128 citations · our summary
4. Symmetric Pattern Based Word Embeddings for Improved Word Similarity PredictionRoy Schwartz, Roi Reichart, Ari Rappoport108 citations
5. Cross-lingual syntactic variation over age and genderAnders Johannsen, Dirk Hovy, Anders Søgaard84 citations
6. A Synchronous Hyperedge Replacement Grammar based approach for AMR parsingXiaochang Peng, Linfeng Song, Daniel Gildea83 citations
7. One Million Sense-Tagged Instances for Word Sense Disambiguation and InductionKaveh Taghipour, Hwee Tou Ng78 citations
8. Detecting Semantically Equivalent Questions in Online User ForumsDasha Bogdanova, Cícero dos Santos, Luciano Barbosa et al.73 citations
9. A Joint Framework for Coreference Resolution and Mention Head DetectionHaoruo Peng, Kai-Wei Chang, Dan Roth48 citations · our summary
10. Task-Oriented Learning of Word Embeddings for Semantic Relation ClassificationKazuma Hashimoto, Pontus Stenetorp, Makoto Miwa et al.47 citations
11. Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel DataLong Duong, Trevor Cohn, Steven Bird et al.45 citations
12. Deep Neural Language Models for Machine TranslationThang Luong, Michael Kayser, Christopher D. Manning45 citations
13. Reading behavior predicts syntactic categoriesMaria Barrett, Anders Søgaard45 citations
14. Labeled Morphological Segmentation with Semi-Markov ModelsRyan Cotterell, Thomas Müller, Alexander Fraser et al.41 citations
15. AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in ArabicMohamed Al-Badrashiny, Heba Elfardy, Mona Diab34 citations
16. A Refined End-to-End Discourse ParserJianxiang Wang, Man Lan32 citations · our summary
17. An Iterative Similarity based Adaptation Technique for Cross-domain Text ClassificationHimanshu Sharad Bhatt, Deepali Semwal, Shourya Roy22 citations
18. Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESLYevgeni Berzak, Roi Reichart, Boris Katz19 citations
19. Instance Selection Improves Cross-Lingual Model Training for Fine-Grained Sentiment AnalysisRoman Klinger, Philipp Cimiano19 citations
20. Learning Adjective Meanings with a Tensor-Based Skip-Gram ModelJean Maillard, Stephen Clark19 citations
21. Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling TasksLizhen Qu, Gabriela Ferraro, Liyuan Zhou et al.18 citations
22. Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative TrainingMajid Yazdani, James Henderson18 citations
23. Structural and lexical factors in adjective placement in complex noun phrases across Romance languagesKristina Gulordava, Paola Merlo17 citations
24. Annotation Projection-based Representation Learning for Cross-lingual Dependency ParsingMin Xiao, Yuhong Guo16 citations
25. Do dependency parsing metrics correlate with human judgments?Barbara Plank, Héctor Martínez Alonso, Željko Agić et al.15 citations

See all 53 papers in CoNLL 2015 — accepted papers →

📄 Papers with our summary in our library (6)

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

1. The CoNLL-2015 Shared Task on Shallow Discourse ParsingConference on Computational Natural Language Learning (CoNLL)Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2015 · 210 citations
2. A Refined End-to-End Discourse ParserConference on Computational Natural Language Learning (CoNLL)Jianxiang Wang, Man Lan2015 · 81 citations
3. A Joint Framework for Coreference Resolution and Mention Head DetectionConference on Computational Natural Language Learning (CoNLL)Haoruo Peng, Kai-Wei Chang, Dan Roth2015 · 75 citations
4. The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific ModelsConference on Computational Natural Language Learning (CoNLL)Evgeny Stepanov, Giuseppe Riccardi, Ali Orkan Bayer2015 · 25 citations
5. The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense ClassificationConference on Computational Natural Language Learning (CoNLL)Longyue Wang, Chris Hokamp, Tsuyoshi Okita, et al.2015 · 18 citations
6. Shallow Discourse Parsing Using Constituent Parsing TreeConference on Computational Natural Language Learning (CoNLL)Changge Chen, Peilu Wang, Hai Zhao2015 · 15 citations

🧭 Top topics

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

🧵Discourse analysis (5)🔗Coreference resolution (1)📐Syntax & grammar formalisms (1)English (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (6)

🧑‍🔬 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 Illinois Urbana-ChampaignUrbana · United States1 work here🎓National University of SingaporeSingapore · Singapore1 work here🎓Shanghai Jiao Tong UniversityShanghai · China1 work here🎓University of TrentoTrento · Italy1 work here🏢Boulder Language TechnologiesBoulder · United States1 work here🎓Dublin City UniversityDublin · Ireland1 work here🎓University of Wisconsin–MilwaukeeMilwaukee · United States1 work here🎓East China Normal UniversityShanghai · China1 work here🎓Brandeis UniversityWaltham · United States1 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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