📰 NLP+CSS 2022 — accepted papers

NLP+CSS 2022 is the 2022 edition of the Workshop on Natural Language Processing and Computational Social Science (NLP+CSS), held in Abu Dhabi, UAE, November 2022 (publisher: Association for Computational Linguistics). The ACL Anthology lists 21 papers of it; our library holds 2 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. Who is GPT-3? An exploration of personality, values and demographicsMarilù Miotto, Nicola Rossberg, Bennett Kleinberg87 citations
2. A Robust Bias Mitigation Procedure Based on the Stereotype Content ModelEddie Ungless, Amy Rafferty, Hrichika Nag et al.13 citations
3. Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job AdsAnn-sophie Gnehm, Eva Bühlmann, Helen Buchs et al.10 citations
4. Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic FeaturesSourabh Zanwar, Daniel Wiechmann, Yu Qiao et al.9 citations
5. Towards Few-Shot Identification of Morality Frames using In-Context LearningShamik Roy, Nishanth Sridhar Nakshatri, Dan Goldwasser8 citations
6. Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups.Manuel Weigand, Maximilian Weber, Johannes Gruber7 citations
7. Measuring Harmful Representations in Scandinavian Language ModelsSamia Touileb, Debora Nozza7 citations
8. OLALA: Object-Level Active Learning for Efficient Document Layout AnnotationZejiang Shen, Weining Li, Jian Zhao et al.6 citations
9. Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVsJinrui Yang, Sheilla Njoto, Marc Cheong et al.6 citations
10. Understanding Interpersonal Conflict Types and their Impact on Perception ClassificationCharles Welch, Joan Plepi, Béla Neuendorf et al.5 citations

All accepted papers (21)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Who is GPT-3? An exploration of personality, values and demographicsMarilù Miotto, Nicola Rossberg, Bennett Kleinberg87 citations
2. A Robust Bias Mitigation Procedure Based on the Stereotype Content ModelEddie Ungless, Amy Rafferty, Hrichika Nag et al.13 citations
3. Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job AdsAnn-sophie Gnehm, Eva Bühlmann, Helen Buchs et al.10 citations
4. Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic FeaturesSourabh Zanwar, Daniel Wiechmann, Yu Qiao et al.9 citations
5. Towards Few-Shot Identification of Morality Frames using In-Context LearningShamik Roy, Nishanth Sridhar Nakshatri, Dan Goldwasser8 citations
6. Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups.Manuel Weigand, Maximilian Weber, Johannes Gruber7 citations
7. Measuring Harmful Representations in Scandinavian Language ModelsSamia Touileb, Debora Nozza7 citations
8. OLALA: Object-Level Active Learning for Efficient Document Layout AnnotationZejiang Shen, Weining Li, Jian Zhao et al.6 citations
9. Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVsJinrui Yang, Sheilla Njoto, Marc Cheong et al.6 citations
10. Understanding Interpersonal Conflict Types and their Impact on Perception ClassificationCharles Welch, Joan Plepi, Béla Neuendorf et al.5 citations
11. Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic ModelsXiao Xu, Gert Stulp, Antal Van Den Bosch et al.3 citations
12. Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection?Kim Breitwieser2 citations
13. Detecting Dissonant Stance in Social Media: The Role of Topic ExposureVasudha Varadarajan, Nikita Soni, Weixi Wang et al.2 citations
14. Linguistic Elements of Engaging Customer Service Discourse on Social MediaSonam Singh, Anthony Rios2 citations
15. Conditional Language Models for Community-Level Linguistic VariationBill Noble, Jean-philippe Bernardy1 citation
16. Examining Political Rhetoric with Epistemic Stance DetectionAnkita Gupta, Su Lin Blodgett, Justin H Gross et al.1 citation · our summary
17. Experiencer-Specific Emotion and Appraisal PredictionMaximilian Wegge, Enrica Troiano, Laura Oberländer et al.1 citation
18. To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias MitigationMaja Stahl, Maximilian Spliethöver, Henning Wachsmuth1 citation
19. Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated DatasetJordan Painter, Helen Treharne, Diptesh Kanojia1 citation · our summary
20. An Analysis of Acknowledgments in NLP Conference ProceedingsWinston Wu
21. Extracting Associations of Intersectional Identities with Discourse about Institution from NigeriaPavan Kantharaju, Sonja Schmer-galunder

📄 Papers with our summary in our library (2)

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

1. Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated DatasetWorkshop on Natural Language Processing and Computational Social Science (NLP+CSS)Jordan Painter, Helen Treharne, Diptesh Kanojia2022 · 4 citations
2. Examining Political Rhetoric with Epistemic Stance DetectionWorkshop on Natural Language Processing and Computational Social Science (NLP+CSS)Ankita Gupta, Su Lin Blodgett, Justin H Gross, et al.2022 · 2 citations

🧭 Top topics

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

😊Sentiment & emotion (2)English (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)🤝Social Sciences (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.

🏢MicrosoftRedmond · United States1 work here🎓University of Massachusetts AmherstAmherst Center · United States1 work here🎓University of SurreyGuildford · United Kingdom1 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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