Dirk Hovy

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 116

Top Venues

Publications

Paul Röttger, Valentin Hofmann, Valentina Pyatkin, Musashi Hinck, Hannah Rose Kirk, Hinrich Schütze, Dirk Hovy
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models. CoRR (2024)
Giuseppe Attanasio, Beatrice Savoldi, Dennis Fucci, Dirk Hovy
Multilingual Speech Models for Automatic Speech Recognition Exhibit Gender Performance Gaps. CoRR (2024)
Amanda Cercas Curry, Zeerak Talat, Dirk Hovy
Impoverished Language Technology: The Lack of (Social) Class in NLP. CoRR (2024)
Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank
"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models. ACL (Findings) (2024)
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, Tom Hope, Dirk Hovy, Jonathan K. Kummerfeld, Anne Lauscher, Kevin Leyton-Brown, Sheng Lu, Mausam, Margot Mieskes, Aurélie Névéol, Danish Pruthi, Lizhen Qu, Roy Schwartz, Noah A. Smith, Thamar Solorio, Jingyan Wang, Xiaodan Zhu, Anna Rogers, Nihar B. Shah, Iryna Gurevych
What Can Natural Language Processing Do for Peer Review? CoRR (2024)
Diyi Yang, Dirk Hovy, David Jurgens, Barbara Plank
The Call for Socially Aware Language Technologies. CoRR (2024)
Flor Miriam Plaza del Arco, Alba Curry, Amanda Cercas Curry, Dirk Hovy
Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions. LREC/COLING (2024)
Paul Röttger, Fabio Pernisi, Bertie Vidgen, Dirk Hovy
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety. CoRR (2024)
Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz, Dirk Hovy
Comparing Human-Centered Language Modeling: Is it Better to Model Groups, Individual Traits, or Both? CoRR (2024)
Amanda Cercas Curry, Giuseppe Attanasio, Zeerak Talat, Dirk Hovy
Classist Tools: Social Class Correlates with Performance in NLP. ACL (1) (2024)
Amanda Cercas Curry, Giuseppe Attanasio, Zeerak Talat, Dirk Hovy
Classist Tools: Social Class Correlates with Performance in NLP. CoRR (2024)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. EACL (1) (2024)
Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank
"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models. CoRR (2024)
Paul Röttger, Hannah Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models. NAACL-HLT (2024)
Flor Miriam Plaza del Arco, Amanda Cercas Curry, Alba Curry, Gavin Abercrombie, Dirk Hovy
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution. CoRR (2024)
Amanda Cercas Curry, Zeerak Talat, Dirk Hovy
Impoverished Language Technology: The Lack of (Social) Class in NLP. LREC/COLING (2024)
Flor Miriam Plaza del Arco, Alba Curry, Amanda Cercas Curry, Dirk Hovy
Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions. CoRR (2024)
Lorenzo Lupo, Paul Bose, Mahyar Habibi, Dirk Hovy, Carlo Schwarz
DADIT: A Dataset for Demographic Classification of Italian Twitter Users and a Comparison of Prediction Methods. CoRR (2024)
Flor Miriam Plaza del Arco, Amanda Cercas Curry, Susanna Paoli, Alba Curry, Dirk Hovy
Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models. CoRR (2024)
Lorenzo Lupo, Paul Bose, Mahyar Habibi, Dirk Hovy, Carlo Schwarz
DADIT: A Dataset for Demographic Classification of Italian Twitter Users and a Comparison of Prediction Methods. LREC/COLING (2024)
Donya Rooein, Dirk Hovy
Conversations as a Source for Teaching Scientific Concepts at Different Education Levels. CoRR (2024)
Donya Rooein, Paul Röttger, Anastassia Shaitarova, Dirk Hovy
Beyond Flesch-Kincaid: Prompt-based Metrics Improve Difficulty Classification of Educational Texts. CoRR (2024)
Flor Miriam Plaza del Arco, Amanda Cercas Curry, Alba Cercas Curry, Gavin Abercrombie, Dirk Hovy
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution. ACL (1) (2024)
Matthias Orlikowski, Paul Röttger, Philipp Cimiano, Dirk Hovy
The Ecological Fallacy in Annotation: Modelling Human Label Variation goes beyond Sociodemographics. CoRR (2023)
Kilian Theil, Dirk Hovy, Heiner Stuckenschmidt
Top-Down Influence? Predicting CEO Personality and Risk Impact from Speech Transcripts. ICWSM (2023)
Matthias Orlikowski, Paul Röttger, Philipp Cimiano, Dirk Hovy
The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics. ACL (2) (2023)
Flor Miriam Plaza del Arco, Debora Nozza, Dirk Hovy
Leveraging Label Variation in Large Language Models for Zero-Shot Text Classification. CoRR (2023)
Donya Rooein, Amanda Cercas Curry, Dirk Hovy
Know Your Audience: Do LLMs Adapt to Different Age and Education Levels? CoRR (2023)
Anne Lauscher, Debora Nozza, Ehm Miltersen, Archie Crowley, Dirk Hovy
What about "em"? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns. ACL (1) (2023)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. CoRR (2023)
Gavin Abercrombie, Verena Rieser, Dirk Hovy
Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement. CoRR (2023)
Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie, Jose Maria Alonso-Moral, Mohammad Arvan, Jackie Chi Kit Cheung, Mark Cieliebak, Elizabeth Clark, Kees van Deemter, Tanvi Dinkar, Ondrej Dusek, Steffen Eger, Qixiang Fang, Albert Gatt, Dimitra Gkatzia, Javier González-Corbelle, Dirk Hovy, Manuela Hürlimann, Takumi Ito, John D. Kelleher, Filip Klubicka, Huiyuan Lai, Chris van der Lee, Emiel van Miltenburg, Yiru Li, Saad Mahamood, Margot Mieskes, Malvina Nissim, Natalie Parde, Ondrej Plátek, Verena Rieser, Pablo Mosteiro Romero, Joel R. Tetreault, Antonio Toral, Xiaojun Wan, Leo Wanner, Lewis Watson, Diyi Yang
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP. CoRR (2023)
Rishav Hada, Amir Ebrahimi Fard, Sarah Shugars, Federico Bianchi, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion. WSDM (2023)
Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavas
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers. EACL (Findings) (2023)
Debora Nozza, Dirk Hovy
The State of Profanity Obfuscation in Natural Language Processing Scientific Publications. ACL (Findings) (2023)
Anne Lauscher, Debora Nozza, Archie Crowley, Ehm Miltersen, Dirk Hovy
What about em? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns. CoRR (2023)
Lorenzo Lupo, Oscar Magnusson, Dirk Hovy, Elin Naurin, Lena Wängnerud
How to Use Large Language Models for Text Coding: The Case of Fatherhood Roles in Public Policy Documents. CoRR (2023)
Amanda Cercas Curry, Giuseppe Attanasio, Debora Nozza, Dirk Hovy
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection. SemEval@ACL (2023)
Tommaso Fornaciari, Luca Luceri, Emilio Ferrara, Dirk Hovy
Leveraging Social Interactions to Detect Misinformation on Social Media. CoRR (2023)
Paul Röttger, Hannah Rose Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models. CoRR (2023)
Federico Bianchi, Amanda Cercas Curry, Dirk Hovy
Viewpoint: Artificial Intelligence Accidents Waiting to Happen? J. Artif. Intell. Res. 76 (2023)
Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy
Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training. CoRR (2022)
Marius Hessenthaler, Emma Strubell, Dirk Hovy, Anne Lauscher
Bridging Fairness and Environmental Sustainability in Natural Language Processing. CoRR (2022)
Federico Bianchi, Vincenzo Cutrona, Dirk Hovy
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data. EMNLP (Demos) (2022)
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. ACL (Findings) (2022)
Federico Bianchi, Vincenzo Cutrona, Dirk Hovy
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data. CoRR (2022)
Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. EMNLP (2022)
Federico Bianchi, Debora Nozza, Dirk Hovy
XLM-EMO: Multilingual Emotion Prediction in Social Media Text. WASSA@ACL (2022)
Anne Lauscher, Federico Bianchi, Samuel Bowman, Dirk Hovy
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics. CoRR (2022)
Rishav Hada, Amir Ebrahimi Fard, Sarah Shugars, Federico Bianchi, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion. CoRR (2022)
Christoph Kilian Theil, Dirk Hovy, Heiner Stuckenschmidt
Top-Down Influence? Predicting CEO Personality and Risk Impact from Speech Transcripts. CoRR (2022)
Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks. NAACL-HLT (2022)
Debora Nozza, Dirk Hovy
The State of Profanity Obfuscation in Natural Language Processing. CoRR (2022)
Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. CoRR (2022)
Federico Bianchi, Stefanie Anja Hills, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
"It's Not Just Hate": A Multi-Dimensional Perspective on Detecting Harmful Speech Online. CoRR (2022)
A. Stevie Bergman, Gavin Abercrombie, Shannon L. Spruit, Dirk Hovy, Emily Dinan, Y-Lan Boureau, Verena Rieser
Guiding the Release of Safer E2E Conversational AI through Value Sensitive Design. SIGDIAL (2022)
Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavas
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers. CoRR (2022)
Anne Lauscher, Archie Crowley, Dirk Hovy
Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender. CoRR (2022)
Debora Nozza, Federico Bianchi, Anne Lauscher, Dirk Hovy
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals. LT-EDI (2022)
Anne Lauscher, Federico Bianchi, Samuel R. Bowman, Dirk Hovy
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics. EMNLP (2022)
Marius Hessenthaler, Emma Strubell, Dirk Hovy, Anne Lauscher
Bridging Fairness and Environmental Sustainability in Natural Language Processing. EMNLP (2022)
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. CoRR (2022)
Tommaso Fornaciari, Dirk Hovy, Federico Bianchi
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds. CoRR (2022)
Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavas
On the Limitations of Sociodemographic Adaptation with Transformers. CoRR (2022)
Anne Lauscher, Archie Crowley, Dirk Hovy
Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender. COLING (2022)
Federico Bianchi, Stefanie Anja Hills, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
"It's Not Just Hate": A Multi-Dimensional Perspective on Detecting Harmful Speech Online. EMNLP (2022)
Tommaso Fornaciari, Alexandra Uma, Massimo Poesio, Dirk Hovy
Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa. ACL (demo) (2022)
Emily Dinan, Gavin Abercrombie, A. Stevie Bergman, Shannon L. Spruit, Dirk Hovy, Y-Lan Boureau, Verena Rieser
SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems. ACL (1) (2022)
Tommaso Fornaciari, Federico Bianchi, Debora Nozza, Dirk Hovy
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? WASSA@EACL (2021)
Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank, Dirk Hovy, Massimo Poesio
Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning. NAACL-HLT (2021)
Dirk Hovy, Diyi Yang
The Importance of Modeling Social Factors of Language: Theory and Practice. NAACL-HLT (2021)
Federico Bianchi, Debora Nozza, Dirk Hovy
Language Invariant Properties in Natural Language Processing. CoRR (2021)
Tommaso Fornaciari, Federico Bianchi, Massimo Poesio, Dirk Hovy
BERTective: Language Models and Contextual Information for Deception Detection. EACL (2021)
Alexandra Uma, Tommaso Fornaciari, Dirk Hovy, Silviu Paun, Barbara Plank, Massimo Poesio
Learning from Disagreement: A Survey. J. Artif. Intell. Res. 72 (2021)
Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet B. Pierrehumbert
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks. CoRR (2021)
Federico Bianchi, Debora Nozza, Dirk Hovy
FEEL-IT: Emotion and Sentiment Classification for the Italian Language. WASSA@EACL (2021)
Debora Nozza, Federico Bianchi, Dirk Hovy
HONEST: Measuring Hurtful Sentence Completion in Language Models. NAACL-HLT (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. EACL (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence. ACL/IJCNLP (2) (2021)
Sotiris Lamprinidis, Federico Bianchi, Daniel Hardt, Dirk Hovy
Universal Joy A Data Set and Results for Classifying Emotions Across Languages. WASSA@EACL (2021)
Tommaso Fornaciari, Dirk Hovy, Elin Naurin, Julia Runeson, Robert Thomson, Pankaj Adhikari
"We will Reduce Taxes" - Identifying Election Pledges with Language Models. ACL/IJCNLP (Findings) (2021)
Dirk Hovy, Shrimai Prabhumoye
Five sources of bias in natural language processing. Lang. Linguistics Compass 15 (8) (2021)
Emily Dinan, Gavin Abercrombie, A. Stevie Bergman, Shannon L. Spruit, Dirk Hovy, Y-Lan Boureau, Verena Rieser
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling. CoRR (2021)
Federico Bianchi, Dirk Hovy
On the Gap between Adoption and Understanding in NLP. ACL/IJCNLP (Findings) (2021)
Mihaela Gaman, Dirk Hovy, Radu Tudor Ionescu, Heidi Jauhiainen, Tommi Jauhiainen, Krister Lindén, Nikola Ljubesic, Niko Partanen, Christoph Purschke, Yves Scherrer, Marcos Zampieri
A Report on the VarDial Evaluation Campaign 2020. VarDial@COLING (2020)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. CoRR (2020)
Debora Nozza, Federico Bianchi, Dirk Hovy
What the [MASK]? Making Sense of Language-Specific BERT Models. CoRR (2020)
Federico Bianchi, Silvia Terragni, Dirk Hovy
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence. CoRR (2020)
Alexandra Uma, Tommaso Fornaciari, Dirk Hovy, Silviu Paun, Barbara Plank, Massimo Poesio
A Case for Soft Loss Functions. HCOMP (2020)
Dirk Hovy, Federico Bianchi, Tommaso Fornaciari
"You Sound Just Like Your Father" Commercial Machine Translation Systems Include Stylistic Biases. ACL (2020)
Farzana Rashid, Tommaso Fornaciari, Dirk Hovy, Eduardo Blanco, Fernando Vega-Redondo
Helpful or Hierarchical? Predicting the Communicative Strategies of Chat Participants, and their Impact on Success. EMNLP (Findings) (2020)
Deven Shah, H. Andrew Schwartz, Dirk Hovy
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview. ACL (2020)
Emily M. Bender, Dirk Hovy, Alexandra Schofield
Integrating Ethics into the NLP Curriculum. ACL (tutorial) (2020)
Tommaso Fornaciari, Dirk Hovy
Geolocation with Attention-Based Multitask Learning Models. W-NUT@EMNLP (2019)
Deven Shah, H. Andrew Schwartz, Dirk Hovy
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview. CoRR (2019)
Tommaso Fornaciari, Dirk Hovy
Identifying Linguistic Areas for Geolocation. W-NUT@EMNLP (2019)
Dirk Hovy
Recognizing and Reducing Bias in NLP Applications. CLiC-it (2019)
Hanh Nguyen, Dirk Hovy
Hey Siri. Ok Google. Alexa: A topic modeling of user reviews for smart speakers. W-NUT@EMNLP (2019)
Tommaso Fornaciari, Dirk Hovy
Dense Node Representation for Geolocation. W-NUT@EMNLP (2019)
Silviu Paun, Bob Carpenter, Jon Chamberlain, Dirk Hovy, Udo Kruschwitz, Massimo Poesio
Comparing Bayesian Models of Annotation. Trans. Assoc. Comput. Linguistics 6 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dirk Hovy