Elizabeth M. Daly

84 papers A* 11A 16B 3C 2Misc 1Journal 34Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI Steerability 360: A Toolkit for Steering Large Language Models. CoRR Erik Miehling, Karthikeyan Natesan Ramamurthy, Praveen Venkateswaran, Irene Ko, Pierre L. Dognin, Moninder Singh, Tejaswini Pedapati, Avinash Balakrishnan, Matthew Riemer, Dennis Wei, Inge Vejsbjerg, Elizabeth M. Daly, Kush R. Varshney
2026	A*	`conf`	Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation. AAAI Aris Hofmann, Inge Vejsbjerg, Dhaval Salwala, Elizabeth M. Daly
2026	—	`conf`	MIRAGE: Misleading Impacts Resulting from AI Generated Explanations (Workshop). IUI Companion Elizabeth M. Daly, Upol Ehsan, Daniele Quercia, Simone Stumpf
2026	A*	`conf`	Risk Atlas Nexus: A System for Managing AI Risks. AAAI Inge Vejsbjerg, Rahul Nair, Elizabeth M. Daly, Dhaval Salwala, Seshu Tirupathi
2025	J	`jnl`	AI Risk Atlas: Taxonomy and Tooling for Navigating AI Risks and Resources. CoRR Frank Bagehorn, Kristina Brimijoin, Elizabeth M. Daly, Jessica He, Michael Hind, Luis Garcés-Erice, Christopher Giblin, Ioana Giurgiu, Jacquelyn Martino, Rahul Nair, David Piorkowski, Ambrish Rawat, John T. Richards, Sean Rooney, Dhaval Salwala, Seshu Tirupathi, Peter Urbanetz, Kush R. Varshney, Inge Vejsbjerg, Mira L. Wolf-Bauwens
2025	J	`jnl`	AT4TS : Autotune for Time Series Foundation Models. Trans. Mach. Learn. Res. Shivani Tomar, Seshu Tirupathi, Radu Marinescu, Elizabeth M. Daly, Ivana Dusparic
2025	J	`jnl`	Agentic AI Needs a Systems Theory. CoRR Erik Miehling, Karthikeyan Natesan Ramamurthy, Kush R. Varshney, Matthew Riemer, Djallel Bouneffouf, John T. Richards, Amit Dhurandhar, Elizabeth M. Daly, Michael Hind, Prasanna Sattigeri, Dennis Wei, Ambrish Rawat, Jasmina Gajcin, Werner Geyer
2025	J	`jnl`	Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation. CoRR Aris Hofmann, Inge Vejsbjerg, Dhaval Salwala, Elizabeth M. Daly
2025	J	`jnl`	EvalAssist: A Human-Centered Tool for LLM-as-a-Judge. CoRR Zahra Ashktorab, Elizabeth M. Daly, Erik Miehling, Werner Geyer, Martin Santillan Cooper, Tejaswini Pedapati, Michael Desmond, Qian Pan, Hyo Jin Do
2025	A*	`conf`	EvalAssist: Insights on Task-Specific Evaluations and AI-Assisted Judgment Strategy Preferences. UIST Zahra Ashktorab, Michael Desmond, Qian Pan, James M. Johnson, Martín Santillán Cooper, Elizabeth M. Daly, Rahul Nair, Tejaswini Pedapati, Hyo Jin Do, Werner Geyer
2025	A*	`conf`	EvalAssist: LLM-as-a-Judge Simplified. AAAI Michael Desmond, Zahra Ashktorab, Werner Geyer, Elizabeth M. Daly, Martín Santillán Cooper, Qian Pan, Rahul Nair, Nico Wagner, Tejaswini Pedapati
2025	—	`conf`	Evaluating the Prompt Steerability of Large Language Models. NAACL (Long Papers) Erik Miehling, Michael Desmond, Karthikeyan Natesan Ramamurthy, Elizabeth M. Daly, Kush R. Varshney, Eitan Farchi, Pierre L. Dognin, Jesus Rios, Djallel Bouneffouf, Miao Liu, Prasanna Sattigeri
2025	J	`jnl`	Explainability in Focus: Advancing Evaluation through Reusable Experiment Design (Dagstuhl Seminar 25142). Dagstuhl Reports Simone Stumpf, Stefano Teso, Elizabeth M. Daly
2025	—	`conf`	FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models. EMNLP (Findings) Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Tigran T. Tchrakian, Javier Carnerero-Cano, Yufang Hou, Elizabeth M. Daly, Alessandra Pascale
2025	J	`jnl`	Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic Hiring. CoRR Buse Sibel Korkmaz, Rahul Nair, Elizabeth M. Daly, Evangelos Anagnostopoulos, Christos Varytimidis, Antonio del Rio-Chanona
2025	J	`jnl`	Generate, Evaluate, Iterate: Synthetic Data for Human-in-the-Loop Refinement of LLM Judges. CoRR Hyo Jin Do, Zahra Ashktorab, Jasmina Gajcin, Erik Miehling, Martín Santillán Cooper, Qian Pan, Elizabeth M. Daly, Werner Geyer
2025	—	`conf`	Granite Guardian: Comprehensive LLM Safeguarding. NAACL (Industry Track) Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre L. Dognin, Keerthiram Murugesan, Erik Miehling, Martín Santillán Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer, Ambrish Rawat, Kush R. Varshney, Prasanna Sattigeri
2025	—	`conf`	Humble AI in the real-world: the case of algorithmic hiring. CHIWORK (Adjunct) Rahul Nair, Inge Vejsbjerg, Elizabeth M. Daly, Christos Varytimidis, Bran Knowles
2025	J	`jnl`	Paying Alignment Tax with Contrastive Learning. CoRR Buse Sibel Korkmaz, Rahul Nair, Elizabeth M. Daly, Antonio del Rio-Chanona
2025	—	`conf`	Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist. EMNLP (System Demonstrations) Martín Santillán Cooper, Zahra Ashktorab, Hyo Jin Do, Erik Miehling, Werner Geyer, Jasmina Gajcin, Elizabeth M. Daly, Qian Pan, Michael Desmond
2025	A*	`conf`	Usage Governance Advisor: From Intent to AI Governance. AAAI Elizabeth M. Daly, Seshu Tirupathi, Sean Rooney, Inge Vejsbjerg, Dhaval Salwala, Christopher Giblin, Frank Bagehorn, Luis Garcés-Erice, Peter Urbanetz, Mira L. Wolf-Bauwens
2024	J	`jnl`	Aligning Human and LLM Judgments: Insights from EvalAssist on Task-Specific Evaluations and AI-assisted Assessment Strategy Preferences. CoRR Zahra Ashktorab, Michael Desmond, Qian Pan, James M. Johnson, Martin Santillan Cooper, Elizabeth M. Daly, Rahul Nair, Tejaswini Pedapati, Swapnaja Achintalwar, Werner Geyer
2024	J	`jnl`	Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI. CoRR Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney
2024	J	`jnl`	Black-box Uncertainty Quantification Method for LLM-as-a-Judge. CoRR Nico Wagner, Michael Desmond, Rahul Nair, Zahra Ashktorab, Elizabeth M. Daly, Qian Pan, Martin Santillan Cooper, James M. Johnson, Werner Geyer
2024	J	`jnl`	Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre L. Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspoon, Marcel Zalmanovici
2024	J	`jnl`	Evaluating the Prompt Steerability of Large Language Models. CoRR Erik Miehling, Michael Desmond, Karthikeyan Natesan Ramamurthy, Elizabeth M. Daly, Pierre L. Dognin, Jesus Rios, Djallel Bouneffouf, Miao Liu
2024	J	`jnl`	Granite Guardian. CoRR Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre L. Dognin, Keerthiram Murugesan, Erik Miehling, Martin Santillan Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Zahra Ashktorab, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer, Ambrish Rawat, Kush R. Varshney, Prasanna Sattigeri
2024	A*	`conf`	Interactive Human-Centric Bias Mitigation. AAAI Inge Vejsbjerg, Elizabeth M. Daly, Rahul Nair, Svetoslav Nizhnichenkov
2024	J	`jnl`	Language Models in Dialogue: Conversational Maxims for Human-AI Interactions. CoRR Erik Miehling, Manish Nagireddy, Prasanna Sattigeri, Elizabeth M. Daly, David Piorkowski, John T. Richards
2024	J	`jnl`	Usage Governance Advisor: from Intent to AI Governance. CoRR Elizabeth M. Daly, Sean Rooney, Seshu Tirupathi, Luis Garcés-Erice, Inge Vejsbjerg, Frank Bagehorn, Dhaval Salwala, Christopher Giblin, Mira L. Wolf-Bauwens, Ioana Giurgiu, Michael Hind, Peter Urbanetz
2023	J	`jnl`	AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models. Proc. ACM Hum. Comput. Interact. David Piorkowski, Inge Vejsbjerg, Owen Cornec, Elizabeth M. Daly, Öznur Alkan
2023	A	`conf`	AutoDOViz: Human-Centered Automation for Decision Optimization. IUI Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn
2023	J	`jnl`	AutoDOViz: Human-Centered Automation for Decision Optimization. CoRR Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn
2023	J	`jnl`	Interpretable Differencing of Machine Learning Models. CoRR Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly
2023	A	`conf`	Interpretable differencing of machine learning models. UAI Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly
2022	A	`conf`	Building Trust in Interactive Machine Learning via User Contributed Interpretable Rules. IUI Lijie Guo, Elizabeth M. Daly, Oznur Alkan, Massimiliano Mattetti, Owen Cornec, Bart P. Knijnenburg
2022	J	`jnl`	FROTE: Feedback Rule-Driven Oversampling for Editing Models. CoRR Öznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair, Elizabeth M. Daly, Diptikalyan Saha
2022	J	`jnl`	On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach. CoRR Dennis Wei, Rahul Nair, Amit Dhurandhar, Kush R. Varshney, Elizabeth M. Daly, Moninder Singh
2022	J	`jnl`	User Driven Model Adjustment via Boolean Rule Explanations. CoRR Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair
2021	J	`jnl`	IRF: A Framework for Enabling Users to Interact with Recommenders through Dialogue. Proc. ACM Hum. Comput. Interact. Öznur Alkan, Massimiliano Mattetti, Elizabeth M. Daly, Adi Botea, Inge Vejsbjerg, Bart P. Knijnenburg
2021	—	`conf`	Making Business Partner Recommendation More Effective: Impacts of Combining Recommenders and Explanations through User Feedback. IUI Workshops Oznur Alkan, Massimiliano Mattetti, Sergio Cabrero Barros, Elizabeth M. Daly
2021	A*	`conf`	User Driven Model Adjustment via Boolean Rule Explanations. AAAI Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair
2020	A	`ed.`	RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020 RecSys Rodrygo L. T. Santos, Leandro Balby Marinho, Elizabeth M. Daly, Li Chen, Kim Falk, Noam Koenigstein, Edleno Silva de Moura
2020	A	`conf`	The Challenge of Optimal Paths in Graphs with Item Sets. ECAI Adi Botea, Akihiro Kishimoto, Radu Marinescu, Elizabeth M. Daly, Oznur Alkan
2019	J	`jnl`	An Evaluation Framework for Interactive Recommender System. CoRR Oznur Alkan, Elizabeth M. Daly, Adi Botea
2019	—	`conf`	An Evaluation Framework for Interactive Recommender Systems. UMAP (Adjunct Publication) Oznur Alkan, Elizabeth M. Daly, Adi Botea
2019	J	`jnl`	IRF: Interactive Recommendation through Dialogue. CoRR Oznur Alkan, Massimiliano Mattetti, Elizabeth M. Daly, Adi Botea, Inge Vejsbjerg
2019	A	`conf`	IRF: interactive recommendation through dialogue. RecSys Oznur Alkan, Massimiliano Mattetti, Elizabeth M. Daly, Adi Botea, Inge Vejsbjerg
2019	A	`conf`	Where can my career take me?: harnessing dialogue for interactive career goal recommendations. IUI Oznur Alkan, Elizabeth M. Daly, Adi Botea, Abel N. Valente, Pablo Pedemonte
2018	J	`jnl`	From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences (Dagstuhl Perspectives Workshop 17442). Dagstuhl Manifestos Nicola Ferro, Norbert Fuhr, Gregory Grefenstette, Joseph A. Konstan, Pablo Castells, Elizabeth M. Daly, Thierry Declerck, Michael D. Ekstrand, Werner Geyer, Julio Gonzalo, Tsvi Kuflik, Krister Lindén, Bernardo Magnini, Jian-Yun Nie, Raffaele Perego, Bracha Shapira, Ian Soboroff, Nava Tintarev, Karin Verspoor, Martijn C. Willemsen, Justin Zobel
2018	A	`conf`	Opportunity Team Builder for Sales Teams. IUI Oznur Alkan, Elizabeth M. Daly, Inge Vejsbjerg
2018	J	`jnl`	The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction. SIGIR Forum Nicola Ferro, Norbert Fuhr, Gregory Grefenstette, Joseph A. Konstan, Pablo Castells, Elizabeth M. Daly, Thierry Declerck, Michael D. Ekstrand, Werner Geyer, Julio Gonzalo, Tsvi Kuflik, Krister Lindén, Bernardo Magnini, Jian-Yun Nie, Raffaele Perego, Bracha Shapira, Ian Soboroff, Nava Tintarev, Karin Verspoor, Martijn C. Willemsen, Justin Zobel
2017	—	`conf`	AWARE: Workshop on Awareness Interfaces and Interactions. IUI Companion Casey Dugan, Peter Brusilovsky, Elizabeth M. Daly, John O'Donovan
2017	A*	`conf`	Efficient Optimal Search under Expensive Edge Cost Computation. IJCAI Masataro Asai, Akihiro Kishimoto, Adi Botea, Radu Marinescu, Elizabeth M. Daly, Spyros Kotoulas
2017	A	`conf`	Suitable for All Ages: Using Reviews to Determine Appropriateness of Products. ICWSM Elizabeth M. Daly, Oznur Alkan, Michael J. Muller
2017	—	`conf`	The Cool Cucumber System at the 2017 TAC KBP BeSt Evaluation. TAC Thanh-Son Nguyen, Yufang Hou, Charles Jochim, Elizabeth M. Daly, Léa A. Deleris
2016	C	`conf`	A Novel Method for Unsupervised and Supervised Conversational Message Thread Detection. DATA Giacomo Domeniconi, Konstantinos Semertzidis, Vanessa López, Elizabeth M. Daly, Spyros Kotoulas, Gianluca Moro
2016	—	`conf`	Identifying Conversational Message Threads by Integrating Classification and Data Clustering. DATA (Revised Selected Papers) Giacomo Domeniconi, Konstantinos Semertzidis, Gianluca Moro, Vanessa López, Spyros Kotoulas, Elizabeth M. Daly
2015	A*	`conf`	Active Learning for Multi-relational Data Construction. WWW Hiroshi Kajino, Akihiro Kishimoto, Adi Botea, Elizabeth M. Daly, Spyros Kotoulas
2015	—	`conf`	Supporting Cities, Neighborhoods, and Local Communities with Information and Communication Technologies. CSCW Companion Elizabeth M. Daly, Sheena Lewis Erete, Rosta Farzan, Gary Hsieh, Cliff Lampe, Claudia A. López, Andrés Monroy-Hernández, Daniele Quercia, Raz Schwartz, Amy Voida
2014	—	`conf`	City Labs - Introduction. SocInfo Workshops Elizabeth M. Daly, Areti Markopoulou, Daniele Quercia
2014	A	`conf`	Multi-criteria journey aware housing recommender system. RecSys Elizabeth M. Daly, Adi Botea, Akihiro Kishimoto, Radu Marinescu
2014	J	`jnl`	SPUD - Semantic Processing of Urban Data. J. Web Semant. Spyros Kotoulas, Vanessa López, Raymond Lloyd, Marco Luca Sbodio, Freddy Lécué, Martin Stephenson, Elizabeth M. Daly, Veli Bicer, Aris Gkoulalas-Divanis, Giusy Di Lorenzo, Anika Schumann, Pol Mac Aonghusa
2014	—	`conf`	The new blocs on the block: using community forums to foster new neighbourhoods. WebSci Elizabeth M. Daly, Dominik Dahlem, Daniele Quercia
2013	J	`jnl`	Reports on the 2013 Workshop Program of the Seventh International AAAI Conference on Weblogs and Social Media. AI Mag. Daniel Archambault, Fabio Celli, Elizabeth M. Daly, Ingrid Erickson, Werner Geyer, Germaine R. Halegoua, Brian Keegan, David R. Millen, Raz Schwartz, N. Sadat Shami
2013	J	`jnl`	Reports on the Workshops Held at the Sixth International AAAI Conference on Weblogs and Social Media. AI Mag. Daniel Archambault, Ruben Bouwmeester, Cosmin Cabulea, Elizabeth M. Daly, Giusy Di Lorenzo, Maarten de Rijke, Martin Harrigan, Eser Kandogan, Michael J. Muller, Mor Naaman, Daniele Quercia, Damiano Spina, Markus Strohmaier, Arkaitz Zubiaga
2013	A	`conf`	Westland row why so slow?: fusing social media and linked data sources for understanding real-time traffic conditions. IUI Elizabeth M. Daly, Freddy Lécué, Veli Bicer
2012	A*	`conf`	"I'd never get out of this !?$%# office": redesigning time management for the enterprise. CHI Casey Dugan, Werner Geyer, Michael J. Muller, Abel N. Valente, Katherine James, Steve Levy, Li-Te Cheng, Elizabeth M. Daly, Beth Brownholtz
2011	A*	`conf`	An open, social microcalender for the enterprise: timely? CHI Werner Geyer, Casey Dugan, Beth Brownholtz, Mikhil Masli, Elizabeth M. Daly, David R. Millen
2011	A	`conf`	Effective event discovery: using location and social information for scoping event recommendations. RecSys Elizabeth M. Daly, Werner Geyer
2011	A	`conf`	Social Lens: Personalization Around User Defined Collections for Filtering Enterprise Message Streams. ICWSM Elizabeth M. Daly, Michael J. Muller, Liang Gou, David R. Millen
2011	B	`conf`	What Are You Working On? Status Message Q&A in an Enterprise SNS. ECSCW Jennifer Thom-Santelli, Sandra Yuen, Tara Matthews, Elizabeth M. Daly, David R. Millen
2010	A	`conf`	Decomposing Discussion Forums and Boards Using User Roles. ICWSM Jeffrey Chan, Conor Hayes, Elizabeth M. Daly
2010	—	`ch.`	Harnessing Wisdom of the Crowds Dynamics for Time-dependent Reputation and Ranking. From Sociology to Computing in Social Networks Elizabeth M. Daly
2010	A	`conf`	Social networking feeds: recommending items of interest. RecSys Jill Freyne, Shlomo Berkovsky, Elizabeth M. Daly, Werner Geyer
2010	J	`jnl`	The challenges of disconnected delay-tolerant MANETs. Ad Hoc Networks Elizabeth M. Daly, Mads Haahr
2010	A	`conf`	The network effects of recommending social connections. RecSys Elizabeth M. Daly, Werner Geyer, David R. Millen
2009	B	`conf`	Harnessing Wisdom of the Crowds Dynamics for Time-Dependent Reputation and Ranking. ASONAM Elizabeth M. Daly
2009	—	`conf`	Investigation of Localised Centrality Metrics for Collaborative Networks: What Can They Reveal? AICS Elizabeth M. Daly
2009	J	`jnl`	Social Network Analysis for Information Flow in Disconnected Delay-Tolerant MANETs. IEEE Trans. Mob. Comput. Elizabeth M. Daly, Mads Haahr
2007	—	`—`	Parasitic routing: using social network analysis for routing in disconnecting delay-tolerant MANETs Elizabeth M. Daly
2007	B	`conf`	Social network analysis for routing in disconnected delay-tolerant MANETs. MobiHoc Elizabeth M. Daly, Mads Haahr
2005	C	`conf`	On Using Peer Profiles to Create Self-Organizing P2P Networks. WOWMOM Elizabeth M. Daly, Alan Gray, Mads Haahr
1989	Misc	`conf`	Pruned tree-structured vector quantization in image coding. ICASSP Eve A. Riskin, Elizabeth M. Daly, Robert M. Gray