📰 COLING 2018 — accepted papers

COLING 2018 is the 2018 edition of the International Conference on Computational Linguistics (COLING), held in Santa Fe, New Mexico, USA, August 2018 (publisher: International Committee on Computational Linguistics (ICCL)). The ACL Anthology lists 420 papers of it in 3 tracks; our library holds 39 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main379System Demonstrations35Tutorial Abstracts6

Most cited papers

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

1. A Dataset of Hindi-English Code-Mixed Social Media Text for Hate Speech DetectionAditya Bohra, Deepanshu Vijay, Vinay Singh et al.265 citations · our summary
2. Reddit: A Gold Mine for Personality PredictionMatej Gjurković, Jan Šnajder126 citations
3. Predicting Twitter User Demographics from Names AloneZach Wood-Doughty, Nicholas Andrews, Rebecca Marvin et al.41 citations
4. Enabling Deep Learning of Emotion With First-Person Seed ExpressionsHassan Alhuzali, Muhammad Abdul-Mageed, Lyle Ungar32 citations
5. Frustrated, Polite, or Formal: Quantifying Feelings and Tone in EmailNiyati Chhaya, Kushal Chawla, Tanya Goyal et al.23 citations · our summary
6. Johns Hopkins or johnny-hopkins: Classifying Individuals versus Organizations on TwitterZach Wood-Doughty, Praateek Mahajan, Mark Dredze22 citations
7. Modeling Personality Traits of Filipino Twitter UsersEdward Tighe, Charibeth Cheng21 citations
8. The Social and the Neural Network: How to Make Natural Language Processing about People againDirk Hovy15 citations
9. What makes us laugh? Investigations into Automatic Humor ClassificationVikram Ahuja, Taradheesh Bali, Navjyoti Singh7 citations
10. Predicting Authorship and Author Traits from Keystroke DynamicsBarbara Plank6 citations

All accepted papers (420)

The most cited first; 39 with our summary link to their page here, the others to the original.

1. A Dataset of Hindi-English Code-Mixed Social Media Text for Hate Speech DetectionAditya Bohra, Deepanshu Vijay, Vinay Singh et al.265 citations · our summary
2. Reddit: A Gold Mine for Personality PredictionMatej Gjurković, Jan Šnajder126 citations
3. Predicting Twitter User Demographics from Names AloneZach Wood-Doughty, Nicholas Andrews, Rebecca Marvin et al.41 citations
4. Enabling Deep Learning of Emotion With First-Person Seed ExpressionsHassan Alhuzali, Muhammad Abdul-Mageed, Lyle Ungar32 citations
5. Frustrated, Polite, or Formal: Quantifying Feelings and Tone in EmailNiyati Chhaya, Kushal Chawla, Tanya Goyal et al.23 citations · our summary
6. Johns Hopkins or johnny-hopkins: Classifying Individuals versus Organizations on TwitterZach Wood-Doughty, Praateek Mahajan, Mark Dredze22 citations
7. Modeling Personality Traits of Filipino Twitter UsersEdward Tighe, Charibeth Cheng21 citations
8. The Social and the Neural Network: How to Make Natural Language Processing about People againDirk Hovy15 citations
9. What makes us laugh? Investigations into Automatic Humor ClassificationVikram Ahuja, Taradheesh Bali, Navjyoti Singh7 citations
10. Predicting Authorship and Author Traits from Keystroke DynamicsBarbara Plank6 citations
11. Grounding the Semantics of Part-of-Day Nouns Worldwide using TwitterDavid Vilares, Carlos Gómez-Rodríguez5 citations
12. Observational Comparison of Geo-tagged and Randomly-drawn TweetsTom Lippincott, Annabelle Carrell5 citations
13. Understanding the Effect of Gender and Stance in Opinion Expression in Debates on “Abortion”Esin Durmus, Claire Cardie5 citations
14. Social and Emotional Correlates of Capitalization on TwitterSophia Chan, Alona Fyshe3 citations
15. The Potential of the Computational Linguistic Analysis of Social Media for Population StudiesLetizia Mencarini3 citations
16. Building an annotated dataset of app store reviews with Appraisal features in English and SpanishNatalia Mora, Julia Lavid-López2 citations
17. A Chinese Writing Correction System for Learning Chinese as a Foreign LanguageYow-Ting Shiue, Hen-Hsen Huang, Hsin-Hsi Chen · System Demonstrations
18. A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine TranslationSurafel Melaku Lakew, Mauro Cettolo, Marcello Federico
19. A Computational Model for the Linguistic Notion of Morphological ParadigmMiikka Silfverberg, Ling Liu, Mans Hulden
20. A Cross-lingual Messenger with Keyword Searchable Phrases for the Travel DomainShehroze Khan, Jihyun Kim, Tarik Zulfikarpasic et al. · System Demonstrations
21. A Dataset for Building Code-Mixed Goal Oriented Conversation SystemsSuman Banerjee, Nikita Moghe, Siddhartha Arora et al.
22. A Deep Dive into Word Sense Disambiguation with LSTMMinh Le, Marten Postma, Jacopo Urbani et al.
23. A Flexible and Easy-to-use Semantic Role Labeling Framework for Different LanguagesQuynh Ngoc Thi Do, Artuur Leeuwenberg, Geert Heyman et al. · System Demonstrations
24. A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?Jiaxun Cai, Shexia He, Zuchao Li et al.
25. A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation ClassificationYudai Kishimoto, Yugo Murawaki, Sadao Kurohashi

See all 420 papers in COLING 2018 — accepted papers →

📄 Papers with our summary in our library (39)

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

1. Contextual String Embeddings for Sequence LabelingAlan Akbik, Duncan Blythe, Roland Vollgraf2018 · 1,398 citations
2. A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsVikas Yadav, Steven Bethard2018 · 569 citations
3. Benchmarking Aggression Identification in Social MediaRitesh Kumar, Atul Kr. Ojha, Shervin Malmasi, et al.2018 · 510 citations
4. The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive AnnotationJan-Christoph Klie, Michael Bugert, Beto Boullosa, et al.2018 · 422 citations
5. A Dataset of Hindi-English Code-Mixed Social Media Text for Hate Speech DetectionAditya Bohra, Deepanshu Vijay, Vinay Singh, et al.2018 · 333 citations
6. A Survey of Domain Adaptation for Neural Machine TranslationChenhui Chu, Rui Wang2018 · 306 citations
7. Automated Fact Checking: Task Formulations, Methods and Future DirectionsJames Thorne, Andreas Vlachos2018 · 303 citations
8. Diachronic word embeddings and semantic shifts: a surveyAndrey Kutuzov, Lilja Øvrelid, Terrence Szymanski, et al.2018 · 283 citations
9. On Adversarial Examples for Character-Level Neural Machine TranslationJavid Ebrahimi, Daniel Lowd, Dejing Dou2018 · 223 citations
10. Few-Shot Charge Prediction with Discriminative Legal AttributesZikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
11. Design Challenges and Misconceptions in Neural Sequence LabelingJie Yang, Shuailong Liang, Yue Zhang2018 · 196 citations
12. Fine-Grained Arabic Dialect IdentificationMohammad Salameh, Houda Bouamor, Nizar Habash2018 · 192 citations
13. Abstract Meaning Representation for Multi-Document SummarizationKexin Liao, Logan Lebanoff, Fei Liu2018 · 167 citations
14. LCQMC:A Large-scale Chinese Question Matching CorpusXin Liu, Qingcai Chen, Chong Deng, et al.2018 · 164 citations
15. Seq2seq Dependency ParsingZuchao Li, Jiaxun Cai, Shexia He, et al.2018 · 153 citations
16. Modeling Multi-turn Conversation with Deep Utterance AggregationZhuosheng Zhang, Jiangtong Li, Pengfei Zhu, et al.2018 · 152 citations
17. SGM: Sequence Generation Model for Multi-label ClassificationPengcheng Yang, Xu Sun, Wei Li, et al.2018 · 146 citations
18. A Retrospective Analysis of the Fake News Challenge Stance-Detection TaskAndreas Hanselowski, Avinesh PVS, Benjamin Schiller, et al.2018 · 133 citations
19. Stance Detection with Hierarchical Attention NetworkQingying Sun, Zhongqing Wang, Qiaoming Zhu, et al.2018 · 133 citations
20. Deep Enhanced Representation for Implicit Discourse Relation RecognitionHongxiao Bai, Hai Zhao2018 · 131 citations
21. Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Multiword ExpressionsCarlos Ramisch, Silvio Ricardo Cordeiro, Agata Savary, et al.2018 · 124 citations
22. Challenges of language technologies for the indigenous languages of the AmericasManuel Mager, Ximena Gutierrez-Vasques, Gerardo Sierra, et al.2018 · 123 citations
23. Automatic Detection of Fake NewsVerónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, et al.2018 · 119 citations
24. SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health ConditionsArman Cohan, Bart Desmet, Andrew Yates, et al.2018 · 89 citations
25. CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsDevamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, et al.2018 · 89 citations

See all 39 works in COLING 2018 — accepted papers →

🧭 Top topics

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

😊Sentiment & emotion (6)English (4)🧵Discourse analysis (3)🔗Coreference resolution (3)🔁Machine translation (3)🗨️Dialogue systems (3)Semitic languages (3)🏷️Named entity recognition (2)💬Speech act theory (2)🗂️Treebanks (2)🧾Semantic parsing & meaning representation (2)🌳Dependency parsing (1)🌐Universal Dependencies (1)🔤Part-of-speech tagging (1)📝Summarization (1)

📚 Fields

🖥️Computer Science (39)🎭Arts and Humanities (35)💭Psychology (4)🤝Social Sciences (4)🧬Biochemistry, Genetics and Molecular Biology (1)

🧑‍🔬 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.

🎓Georgetown UniversityWashington · United States3 works here🎓Harbin Institute of TechnologyHarbin · China3 works here🎓University of StuttgartStuttgart · Germany2 works here🎓National University of SingaporeSingapore · Singapore2 works here🎓Chinese University of Hong KongHong Kong · China2 works here🎓Shanghai Jiao Tong UniversityShanghai · China2 works here🎓Technische Universität DarmstadtDarmstadt · Germany2 works here🎓Soochow UniversitySuzhou · China2 works here🎓International Institute of Information Technology, HyderabadHyderabad · India2 works here🎓Saarland UniversitySaarbrücken · Germany2 works here🎓University College DublinDublin · Ireland1 work here🎓University of Central FloridaOrlando · 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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