Implications for Generating Clarification Requests in Task-Oriented Dialogues. - Verena Rieser; Johanna D. Moore (ACL, 2005)

An Experiment Setup for Collecting Data for Adaptive Output Planning in a Multimodal Dialogue System. - Ivana Kruijff-Korbayová; Nate Blaylock; Ciprian Gerstenberger; Verena Rieser; Tilman Becker; Michael Kaisser; Peter Poller; Jan Schehl (ENLG, 2005)

A Corpus Collection and Annotation Framework for Learning Multimodal Clarification Strategies. - Verena Rieser; Ivana Kruijff-Korbayová; Oliver Lemon (SIGDIAL Workshop, 2005)

The SAMMIE Multimodal Dialogue Corpus Meets the Nite XML Toolkit. - Ivana Kruijff-Korbayová; Verena Rieser; Ciprian Gerstenberger; Jan Schehl; Tilman Becker (NLPXML@EACL, 2006)

Using Machine Learning to Explore Human Multimodal Clarification Strategies. - Verena Rieser; Oliver Lemon (ACL, 2006)

Cluster-based user simulations for learning dialogue strategies. - Verena Rieser; Oliver Lemon (INTERSPEECH, 2006)

The SAMMIE Corpus of Multimodal Dialogues with an MP3 Player. - Ivana Kruijff-Korbayová; Tilman Becker; Nate Blaylock; Ciprian Gerstenberger; Michael Kaisser; Peter Poller; Verena Rieser; Jan Schehl (LREC, 2006)

Using logistic Regression to Initialise Reinforcement-Learning-Based Dialogue Systems. - Verena Rieser; Oliver Lemon (SLT, 2006)

Learning dialogue strategies for interactive database search. - Verena Rieser; Oliver Lemon (INTERSPEECH, 2007)

Learning Effective Multimodal Dialogue Strategies from Wizard-of-Oz Data: Bootstrapping and Evaluation. - Verena Rieser; Oliver Lemon (ACL, 2008)

Automatic Learning and Evaluation of User-Centered Objective Functions for Dialogue System Optimisation. - Verena Rieser; Oliver Lemon (LREC, 2008)

Bootstrapping reinforcement learning-based dialogue strategies from wizard-of-oz data. - Verena Rieser (2008)

Natural Language Generation as Planning Under Uncertainty for Spoken Dialogue Systems. - Verena Rieser; Oliver Lemon (EACL, 2009)

Predicting how it sounds: re-ranking dialogue prompts based on TTS quality for adaptive spoken dialogue systems. - Cédric Boidin; Verena Rieser; Lonneke van der Plas; Oliver Lemon; Jonathan Chevelu (INTERSPEECH, 2009)

Does this list contain what you were searching for? Learning adaptive dialogue strategies for interactive question answering. - Verena Rieser; Oliver Lemon (Nat. Lang. Eng., 2009)

Optimising Information Presentation for Spoken Dialogue Systems. - Verena Rieser; Oliver Lemon; Xingkun Liu (ACL, 2010)

Generation Under Uncertainty. - Oliver Lemon; Srinivasan Janarthanam; Verena Rieser (INLG, 2010)

Learning human multimodal dialogue strategies. - Verena Rieser; Oliver Lemon (Nat. Lang. Eng., 2010)

Adaptive Information Presentation for Spoken Dialogue Systems: Evaluation with real users. - Verena Rieser; Simon Keizer; Oliver Lemon; Xingkun Liu (ENLG, 2011)

Learning and Evaluation of Dialogue Strategies for New Applications: Empirical Methods for Optimization from Small Data Sets. - Verena Rieser; Oliver Lemon (Comput. Linguistics, 2011)

Reinforcement Learning for Adaptive Dialogue Systems - A Data-driven Methodology for Dialogue Management and Natural Language Generation - Verena Rieser; Oliver Lemon (Springer, 2011)

Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems. - Nina Dethlefs; Helen Wright Hastie; Verena Rieser; Oliver Lemon (EMNLP-CoNLL, 2012)

Optimising Incremental Generation for Spoken Dialogue Systems: Reducing the Need for Fillers. - Nina Dethlefs; Helen Wright Hastie; Verena Rieser; Oliver Lemon (INLG, 2012)

Modelling the impacts of land system dynamics on human well-being: Using an agent-based approach to cope with data limitations in Koper, Slovenia. - Derek T. Robinson; David Murray-Rust; Verena Rieser; Vesna Milicic; Mark D. Rounsevell (Comput. Environ. Urban Syst., 2012)

Evolving Urbanisation Policies - Using a Statistical Model to Accelerate Optimisation over Agent-based Simulations. - Marta Vallejo; David W. Corne; Verena Rieser (ICAART (2), 2013)

Evolving Optimal Spatial Allocation Policies for Complex and Uncertain Environments. - Marta Vallejo; David W. Corne; Verena Rieser (ICAART (Revised Selected Papers), 2013)

Demonstration of the PARLANCE system: a data-driven incremental, spoken dialogue system for interactive search. - Helen F. Hastie; Marie-Aude Aufaure; Panos Alexopoulos; Heriberto Cuayáhuitl; Nina Dethlefs; Milica Gasic; James Henderson 001; Oliver Lemon; Xingkun Liu; Peter Mika; Nesrine Ben Mustapha; Verena Rieser; et al. (SIGDIAL Conference, 2013)

Agent-based modelling of land use dynamics and residential quality of life for future scenarios. - Dave Murray-Rust; Verena Rieser; Derek T. Robinson; Vesna Milicic; Mark Rounsevell (Environ. Model. Softw., 2013)

Reinforcement learning approaches to natural language generation in interactive systems. - Oliver Lemon; Srinivasan Janarthanam; Verena Rieser (Natural Language Generation in Interactive Systems, 2014)

Cluster-based Prediction of User Ratings for Stylistic Surface Realisation. - Nina Dethlefs; Heriberto Cuayáhuitl; Helen F. Hastie; Verena Rieser; Oliver Lemon (EACL, 2014)

An Arabic Twitter Corpus for Subjectivity and Sentiment Analysis. - Eshrag Refaee; Verena Rieser (LREC, 2014)

The PARLANCE mobile application for interactive search in English and Mandarin. - Helen F. Hastie; Marie-Aude Aufaure; Panos Alexopoulos; Hugues Bouchard; Catherine Breslin; Heriberto Cuayáhuitl; Nina Dethlefs; Milica Gasic; James Henderson 001; Oliver Lemon; Xingkun Liu; Peter Mika; et al. (SIGDIAL Conference, 2014)

Evaluating Distant Supervision for Subjectivity and Sentiment Analysis on Arabic Twitter Feeds. - Eshrag Refaee; Verena Rieser (ANLP@EMNLP, 2014)

Natural Language Generation as Incremental Planning Under Uncertainty: Adaptive Information Presentation for Statistical Dialogue Systems. - Verena Rieser; Oliver Lemon; Simon Keizer (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes. - Dimitra Gkatzia; Verena Rieser; Phil J. Bartie; William A. Mackaness (EMNLP, 2015)

Generating and Evaluating Landmark-Based Navigation Instructions in Virtual Environments. - Amanda Cercas Curry; Dimitra Gkatzia; Verena Rieser (ENLG, 2015)

A Game-Based Setup for Data Collection and Task-Based Evaluation of Uncertain Information Presentation. - Dimitra Gkatzia; Amanda Cercas Curry; Verena Rieser; Oliver Lemon (ENLG, 2015)

Agent-based Modelling for Green Space Allocation in Urban Areas - Factors Influencing Agent Behaviour. - Marta Vallejo; Verena Rieser; David W. Corne (ICAART (1), 2015)

Benchmarking Machine Translated Sentiment Analysis for Arabic Tweets. - Eshrag Refaee; Verena Rieser (HLT-NAACL, 2015)

Genetic algorithm evaluation of green search allocation policies in multilevel complex urban scenarios. - Marta Vallejo; Verena Rieser; David W. Corne (J. Comput. Sci., 2015)

Natural Language Generation enhances human decision-making with uncertain information. - Dimitra Gkatzia; Oliver Lemon; Verena Rieser (ACL (2), 2016)

How to talk to strangers: Generating medical reports for first-time users. - Dimitra Gkatzia; Verena Rieser; Oliver Lemon (FUZZ-IEEE, 2016)

Crowd-sourcing NLG Data: Pictures Elicit Better Data. - Jekaterina Novikova; Oliver Lemon; Verena Rieser (INLG, 2016)

The aNALoGuE Challenge: Non Aligned Language GEneration. - Jekaterina Novikova; Verena Rieser (INLG, 2016)

The REAL Corpus: A Crowd-Sourced Corpus of Human Generated and Evaluated Spatial References to Real-World Urban Scenes. - Phil J. Bartie; William A. Mackaness; Dimitra Gkatzia; Verena Rieser (LREC, 2016)

iLab-Edinburgh at SemEval-2016 Task 7: A Hybrid Approach for Determining Sentiment Intensity of Arabic Twitter Phrases. - Eshrag Refaee; Verena Rieser (SemEval@NAACL-HLT, 2016)

Natural Language Generation as Planning under Uncertainty Using Reinforcement Learning. - Verena Rieser; Oliver Lemon (CoRR, 2016)

Information density and overlap in spoken dialogue. - Nina Dethlefs; Helen F. Hastie; Heriberto Cuayáhuitl; Yanchao Yu; Verena Rieser; Oliver Lemon (Comput. Speech Lang., 2016)

Why We Need New Evaluation Metrics for NLG. - Jekaterina Novikova; Ondrej Dusek; Amanda Cercas Curry; Verena Rieser (EMNLP, 2017)

A review of evaluation techniques for social dialogue systems. - Amanda Cercas Curry; Helen F. Hastie; Verena Rieser (ISIAA@ICMI, 2017)

The E2E Dataset: New Challenges For End-to-End Generation. - Jekaterina Novikova; Ondrej Dusek; Verena Rieser (SIGDIAL Conference, 2017)

A review of spatial reasoning and interaction for real-world robotics. - Christian Landsiedel; Verena Rieser; Matthew Walter; Dirk Wollherr (Adv. Robotics, 2017)

Special issue on spatial reasoning and interaction for real-world robotics. - Verena Rieser; Matthew Walter; Dirk Wollherr (Adv. Robotics, 2017)

Data-to-Text Generation Improves Decision-Making Under Uncertainty. - Dimitra Gkatzia; Oliver Lemon; Verena Rieser (IEEE Comput. Intell. Mag., 2017)

Data-driven Natural Language Generation: Paving the Road to Success. - Jekaterina Novikova; Ondrej Dusek; Verena Rieser (CoRR, 2017)

Referenceless Quality Estimation for Natural Language Generation. - Ondrej Dusek; Jekaterina Novikova; Verena Rieser (CoRR, 2017)

An Ensemble Model with Ranking for Social Dialogue. - Ioannis Papaioannou; Amanda Cercas Curry; Jose L. Part; Igor Shalyminov; Xinnuo Xu; Yanchao Yu; Ondrej Dusek; Verena Rieser; Oliver Lemon (CoRR, 2017)

A Knowledge-Grounded Multimodal Search-Based Conversational Agent. - Shubham Agarwal 001; Ondrej Dusek; Ioannis Konstas; Verena Rieser (SCAI@EMNLP, 2018)

Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity. - Xinnuo Xu; Ondrej Dusek; Ioannis Konstas; Verena Rieser (EMNLP, 2018)

#MeToo Alexa: How Conversational Systems Respond to Sexual Harassment. - Amanda Cercas Curry; Verena Rieser (EthNLP@NAACL-HLT, 2018)

Improving Context Modelling in Multimodal Dialogue Generation. - Shubham Agarwal 001; Ondrej Dusek; Ioannis Konstas; Verena Rieser (INLG, 2018)

Findings of the E2E NLG Challenge. - Ondrej Dusek; Jekaterina Novikova; Verena Rieser (INLG, 2018)

RankME: Reliable Human Ratings for Natural Language Generation. - Jekaterina Novikova; Ondrej Dusek; Verena Rieser (NAACL-HLT (2), 2018)

Towards Learning Transferable Conversational Skills using Multi-dimensional Dialogue Modelling. - Simon Keizer; Verena Rieser (CoRR, 2018)

Semantic Noise Matters for Neural Natural Language Generation. - Ondrej Dusek; David M. Howcroft; Verena Rieser (INLG, 2019)

Automatic Quality Estimation for Natural Language Generation: Ranting (Jointly Rating and Ranking). - Ondrej Dusek; Karin Sevegnani; Ioannis Konstas; Verena Rieser (INLG, 2019)

Let's Chat! Can Virtual Agents learn how to have a Conversation? - Verena Rieser (IVA, 2019)

Benchmarking Natural Language Understanding Services for Building Conversational Agents. - Xingkun Liu; Arash Eshghi; Pawel Swietojanski; Verena Rieser (IWSDS, 2019)

A Crowd-based Evaluation of Abuse Response Strategies in Conversational Agents. - Amanda Cercas Curry; Verena Rieser (SIGdial, 2019)

User Evaluation of a Multi-dimensional Statistical Dialogue System. - Simon Keizer; Ondrej Dusek; Xingkun Liu; Verena Rieser (SIGdial, 2019)

History for Visual Dialog: Do we really need it? - Shubham Agarwal 001; Trung Bui; Joon-Young Lee; Ioannis Konstas; Verena Rieser (ACL, 2020)

Fact-based Content Weighting for Evaluating Abstractive Summarisation. - Xinnuo Xu; Ondrej Dusek; Jingyi Li; Verena Rieser; Ioannis Konstas (ACL, 2020)

SLURP: A Spoken Language Understanding Resource Package. - Emanuele Bastianelli; Andrea Vanzo; Pawel Swietojanski; Verena Rieser (EMNLP (1), 2020)

Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions. - David M. Howcroft; Anya Belz; Miruna-Adriana Clinciu; Dimitra Gkatzia; Sadid A. Hasan; Saad Mahamood; Simon Mille; Emiel van Miltenburg; Sashank Santhanam; Verena Rieser (INLG, 2020)

Evaluating the state-of-the-art of End-to-End Natural Language Generation: The E2E NLG challenge. - Ondrej Dusek; Jekaterina Novikova; Verena Rieser (Comput. Speech Lang., 2020)

OTTers: One-turn Topic Transitions for Open-Domain Dialogue. - Karin Sevegnani; David M. Howcroft; Ioannis Konstas; Verena Rieser (ACL/IJCNLP (1), 2021)

AggGen: Ordering and Aggregating while Generating. - Xinnuo Xu; Ondrej Dusek; Verena Rieser; Ioannis Konstas (ACL/IJCNLP (1), 2021)

ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Detection in Conversational AI. - Amanda Cercas Curry; Gavin Abercrombie; Verena Rieser (EMNLP (1), 2021)

What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think. - David M. Howcroft; Verena Rieser (EMNLP (1), 2021)

MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization. - Xinnuo Xu; Ondrej Dusek; Shashi Narayan; Verena Rieser; Ioannis Konstas (EMNLP (Findings), 2021)

Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants. - Gavin Abercrombie; Amanda Cercas Curry; Mugdha Pandya; Verena Rieser (CoRR, 2021)

Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling. - Emily Dinan; Gavin Abercrombie; A. Stevie Bergman; Shannon L. Spruit; Dirk Hovy; Y-Lan Boureau; Verena Rieser (CoRR, 2021)

ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI. - Amanda Cercas Curry; Gavin Abercrombie; Verena Rieser (CoRR, 2021)

SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems. - Emily Dinan; Gavin Abercrombie; A. Stevie Bergman; Shannon L. Spruit; Dirk Hovy; Y-Lan Boureau; Verena Rieser (ACL (1), 2022)

Risk-graded Safety for Handling Medical Queries in Conversational AI. - Gavin Abercrombie; Verena Rieser (AACL/IJCNLP (2), 2022)

Guiding the Release of Safer E2E Conversational AI through Value Sensitive Design. - A. Stevie Bergman; Gavin Abercrombie; Shannon L. Spruit; Dirk Hovy; Emily Dinan; Y-Lan Boureau; Verena Rieser (SIGDIAL, 2022)

Demonstrating EMMA: Embodied MultiModal Agent for Language-guided Action Execution in 3D Simulated Environments. - Alessandro Suglia; Bhathiya Hemanthage; Malvina Nikandrou; Georgios Pantazopoulos; Amit Parekh 001; Arash Eshghi; Claudio Greco 002; Ioannis Konstas; Oliver Lemon; Verena Rieser (SIGDIAL, 2022)

Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges. - Shikib Mehri; Jinho Choi; Luis Fernando D'Haro; Jan Deriu; Maxine Eskénazi; Milica Gasic; Kallirroi Georgila; Dilek Hakkani-Tur; Zekang Li; Verena Rieser; Samira Shaikh; David R. Traum; et al. (CoRR, 2022)

Why Robust Natural Language Understanding is a Challenge. - Marco Casadio; Ekaterina Komendantskaya; Verena Rieser; Matthew L. Daggitt; Daniel Kienitz; Luca Arnaboldi 001; Wen Kokke (CoRR, 2022)

Adversarial Robustness of Visual Dialog. - Lu Yu; Verena Rieser (CoRR, 2022)

Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering. - Malvina Nikandrou; Lu Yu; Alessandro Suglia; Ioannis Konstas; Verena Rieser (CoRR, 2022)

Going for GOAL: A Resource for Grounded Football Commentaries. - Alessandro Suglia; José Lopes 001; Emanuele Bastianelli; Andrea Vanzo; Shubham Agarwal 001; Malvina Nikandrou; Lu Yu; Ioannis Konstas; Verena Rieser (CoRR, 2022)

The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering. - Sabrina Chiesurin; Dimitris Dimakopoulos; Marco Antonio Sobrevilla Cabezudo; Arash Eshghi; Ioannis Papaioannou; Verena Rieser; Ioannis Konstas (ACL (Findings), 2023)

Adversarial Textual Robustness on Visual Dialog. - Lu Yu; Verena Rieser (ACL (Findings), 2023)

ANTONIO: Towards a Systematic Method of Generating NLP Benchmarks for Verification. - Marco Casadio; Luca Arnaboldi 001; Matthew L. Daggitt; Omri Isac; Tanvi Dinkar; Daniel Kienitz; Verena Rieser; Ekaterina Komendantskaya (FoMLAS@CAV, 2023)

Mirages. On Anthropomorphism in Dialogue Systems. - Gavin Abercrombie; Amanda Cercas Curry; Tanvi Dinkar; Verena Rieser; Zeerak Talat (EMNLP, 2023)

Multitask Multimodal Prompted Training for Interactive Embodied Task Completion. - Georgios Pantazopoulos; Malvina Nikandrou; Amit Parekh 001; Bhathiya Hemanthage; Arash Eshghi; Ioannis Konstas; Verena Rieser; Oliver Lemon; Alessandro Suglia (EMNLP, 2023)

Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment. - Lu Yu; Malvina Nikandrou; Jiali Jin; Verena Rieser (IJCAI, 2023)

SemEval-2023 Task 11: Learning with Disagreements (LeWiDi). - Elisa Leonardelli; Gavin Abercrombie; Dina Almanea; Valerio Basile; Tommaso Fornaciari; Barbara Plank; Verena Rieser; Alexandra Uma; Massimo Poesio (SemEval@ACL, 2023)

iLab at SemEval-2023 Task 11 Le-Wi-Di: Modelling Disagreement or Modelling Perspectives? - Nikolas Vitsakis; Amit Parekh 001; Tanvi Dinkar; Gavin Abercrombie; Ioannis Konstas; Verena Rieser (SemEval@ACL, 2023)

FurChat: An Embodied Conversational Agent using LLMs, Combining Open and Closed-Domain Dialogue with Facial Expressions. - Neeraj Cherakara; Finny Varghese; Sheena Shabana; Nivan Nelson; Abhiram Karukayil; Rohith Kulothungan; Mohammed Afil Farhan; Birthe Nesset; Meriam Moujahid; Tanvi Dinkar; Verena Rieser; Oliver Lemon (SIGDIAL, 2023)

Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement. - Gavin Abercrombie; Verena Rieser; Dirk Hovy (CoRR, 2023)

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP. - 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; et al. (CoRR, 2023)

Understanding Counterspeech for Online Harm Mitigation. - Yi-Ling Chung; Gavin Abercrombie; Florence Enock; Jonathan Bright; Verena Rieser (CoRR, 2023)

FurNav: Development and Preliminary Study of a Robot Direction Giver. - Bruce W. Wilson; Yann Schlosser; Rayane Tarkany; Meriam Moujahid; Birthe Nesset; Tanvi Dinkar; Verena Rieser (CoRR, 2023)

Sociotechnical Safety Evaluation of Generative AI Systems. - Laura Weidinger; Maribeth Rauh; Nahema Marchal; Arianna Manzini; Lisa Anne Hendricks; Juan Mateos-Garcia; A. Stevie Bergman; Jackie Kay; Conor Griffin; Ben Bariach; Iason Gabriel; Verena Rieser; et al. (CoRR, 2023)

All Too Human? Mapping and Mitigating the Risk from Anthropomorphic AI. - Canfer Akbulut; Laura Weidinger; Arianna Manzini; Iason Gabriel; Verena Rieser (AIES (1), 2024)

Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. - Katherine M. Collins; Najoung Kim; Yonatan Bitton; Verena Rieser; Shayegan Omidshafiei; Yushi Hu; Sherol Chen; Senjuti Dutta; Minsuk Chang; Kimin Lee; Youwei Liang; Georgina Evans; et al. (AIES (1), 2024)

Gaps in the Safety Evaluation of Generative AI. - Maribeth Rauh; Nahema Marchal; Arianna Manzini; Lisa Anne Hendricks; Ramona Comanescu; Canfer Akbulut; Tom Stepleton; Juan Mateos-Garcia; A. Stevie Bergman; Jackie Kay; Conor Griffin; Ben Bariach; et al. (AIES (1), 2024)

STAR: SocioTechnical Approach to Red Teaming Language Models. - Laura Weidinger; John Mellor; Bernat Guillen Pegueroles; Nahema Marchal; Ravin Kumar; Kristian Lum; Canfer Akbulut; Mark Diaz; A. Stevie Bergman; Mikel Rodriguez; Verena Rieser; William Isaac 001 (EMNLP, 2024)

Should Users Trust Advanced AI Assistants? Justified Trust As a Function of Competence and Alignment. - Arianna Manzini; Geoff Keeling; Nahema Marchal; Kevin R. McKee; Verena Rieser; Iason Gabriel (FAccT, 2024)

NLP Verification: Towards a General Methodology for Certifying Robustness. - Marco Casadio; Tanvi Dinkar; Ekaterina Komendantskaya; Luca Arnaboldi 001; Omri Isac; Matthew L. Daggitt; Guy Katz; Verena Rieser; Oliver Lemon (CoRR, 2024)

The Ethics of Advanced AI Assistants. - Iason Gabriel; Arianna Manzini; Geoff Keeling; Lisa Anne Hendricks; Verena Rieser; Hasan Iqbal; Nenad Tomasev; Ira Ktena; Zachary Kenton; Mikel Rodriguez; Seliem El-Sayed; Sasha Brown; et al. (CoRR, 2024)

Insights on Disagreement Patterns in Multimodal Safety Perception across Diverse Rater Groups. - Charvi Rastogi; Tian Huey Teh; Pushkar Mishra; Roma Patel; Zoe Ashwood; Aida Mostafazadeh Davani; Mark Diaz; Michela Paganini; Alicia Parrish; Ding Wang; Vinodkumar Prabhakaran; Lora Aroyo; et al. (CoRR, 2024)

Century: A Framework and Dataset for Evaluating Historical Contextualisation of Sensitive Images. - Canfer Akbulut; Kevin Robinson; Maribeth Rauh; Isabela Albuquerque; Olivia Wiles; Laura Weidinger; Verena Rieser; Yana Hasson; Nahema Marchal; Iason Gabriel; William Isaac 001; Lisa Anne Hendricks (ICLR, 2025)

Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models. - Lujain Ibrahim; Canfer Akbulut; Rasmi Elasmar; Charvi Rastogi; Minsuk Kahng; Meredith Ringel Morris; Kevin R. McKee; Verena Rieser; Murray Shanahan; Laura Weidinger (CoRR, 2025)

Nuanced Safety for Generative AI: How Demographics Shape Responsiveness to Severity. - Pushkar Mishra; Charvi Rastogi; Stephen R. Pfohl; Alicia Parrish; Roma Patel; Mark Diaz; Ding Wang; Michela Paganini; Vinodkumar Prabhakaran; Lora Aroyo; Verena Rieser (CoRR, 2025)

Value Profiles for Encoding Human Variation. - Taylor Sorensen; Pushkar Mishra; Roma Patel; Michael Henry Tessler; Michiel A. Bakker; Georgina Evans; Iason Gabriel; Noah D. Goodman; Verena Rieser (CoRR, 2025)

CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics. - Shravan Nayak; Mehar Bhatia; Xiaofeng Zhang; Verena Rieser; Lisa Anne Hendricks; Sjoerd van Steenkiste; Yash Goyal; Karolina Stanczak; Aishwarya Agrawal (CoRR, 2025)

Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models. - Charvi Rastogi; Tian Huey Teh; Pushkar Mishra; Roma Patel; Ding Wang; Mark Díaz; Alicia Parrish; Aida Mostafazadeh Davani; Zoe Ashwood; Michela Paganini; Vinodkumar Prabhakaran; Verena Rieser; et al. (CoRR, 2025)

"Just a strange pic": Evaluating 'safety' in GenAI Image safety annotation tasks from diverse annotators' perspectives. - Ding Wang; Mark Díaz; Charvi Rastogi; Aida Mostafazadeh Davani; Vinodkumar Prabhakaran; Pushkar Mishra; Roma Patel; Alicia Parrish; Zoe Ashwood; Michela Paganini; Tian Huey Teh; Verena Rieser; et al. (CoRR, 2025)