---
title: "NLP+CSS 2022 — accepted papers — Elamur Research"
description: "NLP+CSS 2022 — accepted papers: 2 papers in the Elamur Research library (Abu Dhabi, UAE), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/nlpcss/2022/"
---
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# 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.

[**21** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/nlpcss/2022/#works) · [**6** citations of these works](https://md.research.elamur.ai/free/en/venues/nlpcss/2022/#works)**Abu Dhabi, UAE** where it was held**November 2022** when

## 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 demographics ↗](https://aclanthology.org/2022.nlpcss-1.24/)**Marilù Miotto, Nicola Rossberg, Bennett Kleinberg*87 citations*
2. **[A Robust Bias Mitigation Procedure Based on the Stereotype Content Model ↗](https://aclanthology.org/2022.nlpcss-1.23/)**Eddie Ungless, Amy Rafferty, Hrichika Nag et al.*13 citations*
3. **[Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads ↗](https://aclanthology.org/2022.nlpcss-1.2/)**Ann-sophie Gnehm, Eva Bühlmann, Helen Buchs et al.*10 citations*
4. **[Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features ↗](https://aclanthology.org/2022.nlpcss-1.1/)**Sourabh Zanwar, Daniel Wiechmann, Yu Qiao et al.*9 citations*
5. **[Towards Few-Shot Identification of Morality Frames using In-Context Learning ↗](https://aclanthology.org/2022.nlpcss-1.20/)**Shamik Roy, Nishanth Sridhar Nakshatri, Dan Goldwasser*8 citations*
6. **[Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups. ↗](https://aclanthology.org/2022.nlpcss-1.8/)**Manuel Weigand, Maximilian Weber, Johannes Gruber*7 citations*
7. **[Measuring Harmful Representations in Scandinavian Language Models ↗](https://aclanthology.org/2022.nlpcss-1.13/)**Samia Touileb, Debora Nozza*7 citations*
8. **[OLALA: Object-Level Active Learning for Efficient Document Layout Annotation ↗](https://aclanthology.org/2022.nlpcss-1.19/)**Zejiang Shen, Weining Li, Jian Zhao et al.*6 citations*
9. **[Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs ↗](https://aclanthology.org/2022.nlpcss-1.15/)**Jinrui Yang, Sheilla Njoto, Marc Cheong et al.*6 citations*
10. **[Understanding Interpersonal Conflict Types and their Impact on Perception Classification ↗](https://aclanthology.org/2022.nlpcss-1.10/)**Charles 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 demographics ↗](https://aclanthology.org/2022.nlpcss-1.24/)**Marilù Miotto, Nicola Rossberg, Bennett Kleinberg*87 citations*
2. **[A Robust Bias Mitigation Procedure Based on the Stereotype Content Model ↗](https://aclanthology.org/2022.nlpcss-1.23/)**Eddie Ungless, Amy Rafferty, Hrichika Nag et al.*13 citations*
3. **[Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads ↗](https://aclanthology.org/2022.nlpcss-1.2/)**Ann-sophie Gnehm, Eva Bühlmann, Helen Buchs et al.*10 citations*
4. **[Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features ↗](https://aclanthology.org/2022.nlpcss-1.1/)**Sourabh Zanwar, Daniel Wiechmann, Yu Qiao et al.*9 citations*
5. **[Towards Few-Shot Identification of Morality Frames using In-Context Learning ↗](https://aclanthology.org/2022.nlpcss-1.20/)**Shamik Roy, Nishanth Sridhar Nakshatri, Dan Goldwasser*8 citations*
6. **[Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups. ↗](https://aclanthology.org/2022.nlpcss-1.8/)**Manuel Weigand, Maximilian Weber, Johannes Gruber*7 citations*
7. **[Measuring Harmful Representations in Scandinavian Language Models ↗](https://aclanthology.org/2022.nlpcss-1.13/)**Samia Touileb, Debora Nozza*7 citations*
8. **[OLALA: Object-Level Active Learning for Efficient Document Layout Annotation ↗](https://aclanthology.org/2022.nlpcss-1.19/)**Zejiang Shen, Weining Li, Jian Zhao et al.*6 citations*
9. **[Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs ↗](https://aclanthology.org/2022.nlpcss-1.15/)**Jinrui Yang, Sheilla Njoto, Marc Cheong et al.*6 citations*
10. **[Understanding Interpersonal Conflict Types and their Impact on Perception Classification ↗](https://aclanthology.org/2022.nlpcss-1.10/)**Charles Welch, Joan Plepi, Béla Neuendorf et al.*5 citations*
11. **[Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models ↗](https://aclanthology.org/2022.nlpcss-1.4/)**Xiao Xu, Gert Stulp, Antal Van Den Bosch et al.*3 citations*
12. **[Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? ↗](https://aclanthology.org/2022.nlpcss-1.14/)**Kim Breitwieser*2 citations*
13. **[Detecting Dissonant Stance in Social Media: The Role of Topic Exposure ↗](https://aclanthology.org/2022.nlpcss-1.16/)**Vasudha Varadarajan, Nikita Soni, Weixi Wang et al.*2 citations*
14. **[Linguistic Elements of Engaging Customer Service Discourse on Social Media ↗](https://aclanthology.org/2022.nlpcss-1.12/)**Sonam Singh, Anthony Rios*2 citations*
15. **[Conditional Language Models for Community-Level Linguistic Variation ↗](https://aclanthology.org/2022.nlpcss-1.9/)**Bill Noble, Jean-philippe Bernardy*1 citation*
16. **[Examining Political Rhetoric with Epistemic Stance Detection](https://md.research.elamur.ai/free/en/papers/gupta-2022-examining-political-rhetoric-epistemic-stance/)**Ankita Gupta, Su Lin Blodgett, Justin H Gross et al.*1 citation · our summary*
17. **[Experiencer-Specific Emotion and Appraisal Prediction ↗](https://aclanthology.org/2022.nlpcss-1.3/)**Maximilian Wegge, Enrica Troiano, Laura Oberländer et al.*1 citation*
18. **[To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation ↗](https://aclanthology.org/2022.nlpcss-1.6/)**Maja Stahl, Maximilian Spliethöver, Henning Wachsmuth*1 citation*
19. **[Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset](https://md.research.elamur.ai/free/en/papers/painter-2022-utilizing-weak-supervision-create-s3d/)**Jordan Painter, Helen Treharne, Diptesh Kanojia*1 citation · our summary*
20. **[An Analysis of Acknowledgments in NLP Conference Proceedings ↗](https://aclanthology.org/2022.nlpcss-1.17/)**Winston Wu
21. **[Extracting Associations of Intersectional Identities with Discourse about Institution from Nigeria ↗](https://aclanthology.org/2022.nlpcss-1.18/)**Pavan 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 Dataset](https://md.research.elamur.ai/free/en/papers/painter-2022-utilizing-weak-supervision-create-s3d/) [Workshop on Natural Language Processing and Computational Social Science (NLP+CSS)](https://md.research.elamur.ai/free/en/venues/nlpcss/)**Jordan Painter, Helen Treharne, Diptesh Kanojia*2022 · 4 citations*
2. **[Examining Political Rhetoric with Epistemic Stance Detection](https://md.research.elamur.ai/free/en/papers/gupta-2022-examining-political-rhetoric-epistemic-stance/) [Workshop on Natural Language Processing and Computational Social Science (NLP+CSS)](https://md.research.elamur.ai/free/en/venues/nlpcss/)**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)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Diptesh Kanojia**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/diptesh-kanojia/) · [🧑‍🔬**Brendan O'Connor**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/brendan-o-connor/) · [🧑‍🔬**Justin H. Gross**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/justin-h-gross/) · [🧑‍🔬**Su Lin Blodgett**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/su-lin-blodgett/)

## Top institutions

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

[🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**University of Massachusetts Amherst** Amherst Center · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🎓**University of Surrey** Guildford · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-surrey/)

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

- [↑ back to NLP+CSS](https://md.research.elamur.ai/free/en/venues/nlpcss/)