← Authors

David Jurgens

79 papers · 2010–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (87) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (15) 🏠 Conference Loyalist (27) 🐺 Lone Wolf (4) 🀝 Dynamic Duo (13) πŸ”¬ Deep Specialist (19) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (13) ❓ The Questioner (6) πŸ—ƒοΈ Keyword Collector (300) πŸ”₯ Unstoppable (14) πŸ’Ž Century Club (79) πŸ“ˆ Trend Setter

Conferences

EMNLP (27) ACL (19) NAACL (15) SEMEVAL (13) IJCNLP (2) COLING (1) INTERSPEECH (1) NIPS (1)

Top co-authors

Jiaxin Pei (13) Mohammad Taher Pilehvar (5) Yulia Tsvetkov (5) Dallas Card (4) Roberto Navigli (4) Minje Choi (4) Jian Zhu (3) Hong Chen (3) Aparna Ananthasubramaniam (3) Naitian Zhou (3)

Research topics

Applications (1) Digital Humanities (1)

Keywords

text classification (18) sentiment analysis (11) large language model (10) natural language processing (9) social media (7) social media analysis (7) multilingual nlp (4) deep learning (3) transformer model (3) zero-shot learning (3) online community (3) transfer learning (3) active learning (3) semantic similarity (3) toxic span detection (3) authorship attribution (2) community detection (2) representation learning (2) content moderation (2) toxicity detection (2)

Papers

Coordinating Chaos: A Structured Review of Linguistic Coordination Methodologies ACL 2025
Mapping the Podcast Ecosystem with the Structured Podcast Research Corpus ACL 2025
The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research ACL 2025
Tokenization is Sensitive to Language Variation ACL 2025
The Million Authors Corpus: A Cross-Lingual and Cross-Domain Wikipedia Dataset for Authorship Verification ACL 2025
Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs NAACL 2025
Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025
Unstructured Evidence Attribution for Long Context Query Focused Summarization EMNLP 2025
NUTMEG: Separating Signal From Noise in Annotator Disagreement EMNLP 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025
Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework EMNLP 2025
Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains EMNLP 2025
Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025
Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral ACL 2025
Tab2Text - A framework for deep learning with tabular data EMNLP 2024
You don’t need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments NAACL 2024
Modeling Empathetic Alignment in Conversation NAACL 2024
Social Meme-ing: Measuring Linguistic Variation in Memes NAACL 2024
Can Large Language Model Agents Simulate Human Trust Behavior? NIPS 2024
Finding Educationally Supportive Contexts for Vocabulary Learning with Attention-Based Models COLING 2024
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions EMNLP 2024
When ”A Helpful Assistant” Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models EMNLP 2024
The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI EMNLP 2024
Your spouse needs professional help: Determining the Contextual Appropriateness of Messages through Modeling Social Relationships ACL 2023
SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis SEMEVAL 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark EMNLP 2023
When it Rains, it Pours: Modeling Media Storms and the News Ecosystem EMNLP 2023
Exploring Linguistic Style Matching in Online Communities: The Role of Social Context and Conversation Dynamics ACL 2023
SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis ACL 2023
When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset ACL 2023
The subtle language of exclusion: Identifying the Toxic Speech of Trans-exclusionary Radical Feminists NAACL 2022
Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis ACL 2022
Modeling Information Change in Science Communication with Semantically Matched Paraphrases EMNLP 2022
POTATO: The Portable Text Annotation Tool EMNLP 2022
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing EMNLP 2022
ByT5 model for massively multilingual grapheme-to-phoneme conversion INTERSPEECH 2022
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
SemEval-2022 Task 8: Multilingual news article similarity NAACL 2022
SemEval-2022 Task 8: Multilingual news article similarity SEMEVAL 2022
Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender EMNLP 2021
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles EMNLP 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training IJCNLP 2021
The structure of online social networks modulates the rate of lexical change NAACL 2021
Modeling Framing in Immigration Discourse on Social Media NAACL 2021
Learning PyTorch Through A Neural Dependency Parsing Exercise NAACL 2021
Learning about Word Vector Representations and Deep Learning through Implementing Word2vec NAACL 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training SEMEVAL 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training ACL 2021
Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media EMNLP 2021
Detecting Community Sensitive Norm Violations in Online Conversations EMNLP 2021
An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog EMNLP 2021
Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications EMNLP 2021
Quantifying Intimacy in Language EMNLP 2020
Condolence and Empathy in Online Communities EMNLP 2020
Proceedings of the Third Workshop on Natural Language Processing and Computational Social Science NAACL 2019
Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media Posts EMNLP 2019
Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media Posts IJCNLP 2019
Wetin dey with these comments? Modeling Sociolinguistic Factors Affecting Code-switching Behavior in Nigerian Online Discussions ACL 2019
A Just and Comprehensive Strategy for Using NLP to Address Online Abuse ACL 2019
It’s going to be okay: Measuring Access to Support in Online Communities EMNLP 2018
Incorporating Dialectal Variability for Socially Equitable Language Identification ACL 2017
Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) SEMEVAL 2017
SemEval-2016 Task 14: Semantic Taxonomy Enrichment SEMEVAL 2016
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) SEMEVAL 2016
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms NAACL 2015
Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) SEMEVAL 2015
Semantic Similarity Frontiers: From Concepts to Documents EMNLP 2015
Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts EMNLP 2015
Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose ACL 2014
SemEval-2014 Task 3: Cross-Level Semantic Similarity SEMEVAL 2014
SemEval-2013 Task 12: Multilingual Word Sense Disambiguation SEMEVAL 2013
Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity ACL 2013
Embracing Ambiguity: A Comparison of Annotation Methodologies for Crowdsourcing Word Sense Labels NAACL 2013
SemEval-2013 Task 13: Word Sense Induction for Graded and Non-Graded Senses SEMEVAL 2013
SemEval-2012 Task 2: Measuring Degrees of Relational Similarity SEMEVAL 2012
An Evaluation of Graded Sense Disambiguation using Word Sense Induction SEMEVAL 2012
HERMIT: Flexible Clustering for the SemEval-2 WSI Task SEMEVAL 2010
The S-Space Package: An Open Source Package for Word Space Models ACL 2010