Elizabeth Daly

Orcid: 0000-0003-0162-3683

Affiliations:
  • IBM Research, Dublin, Ireland


According to our database1, Elizabeth Daly authored at least 83 papers between 1988 and 2024.

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Bibliography

2024
BenchmarkCards: Large Language Model and Risk Reporting.
CoRR, 2024

Black-box Uncertainty Quantification Method for LLM-as-a-Judge.
CoRR, 2024

Aligning Human and LLM Judgments: Insights from EvalAssist on Task-Specific Evaluations and AI-assisted Assessment Strategy Preferences.
CoRR, 2024

Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI.
CoRR, 2024

Human-Centered Design Recommendations for LLM-as-a-Judge.
CoRR, 2024

WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia.
CoRR, 2024

Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations.
CoRR, 2024

Language Models in Dialogue: Conversational Maxims for Human-AI Interactions.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Ranking Large Language Models without Ground Truth.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Interactive Human-Centric Bias Mitigation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Leveraging explanations in interactive machine learning: An overview.
Frontiers Artif. Intell., February, 2023

AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models.
Proc. ACM Hum. Comput. Interact., 2023

Explaining Knock-on Effects of Bias Mitigation.
CoRR, 2023

Interpretable differencing of machine learning models.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Cookie Consent Has Disparate Impact on Estimation Accuracy.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AutoDOViz: Human-Centered Automation for Decision Optimization.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Iterative Reward Shaping Using Human Feedback for Correcting Reward Misspecification.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022
Boolean Decision Rules for Reinforcement Learning Policy Summarisation.
CoRR, 2022

On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

FROTE: Feedback Rule-Driven Oversampling for Editing Models.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Building Trust in Interactive Machine Learning via User Contributed Interpretable Rules.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Prequential Model Selection for Time Series Forecasting based on Saliency Maps.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Why or Why Not? The Effect of Justification Styles on Chatbot Recommendations.
ACM Trans. Inf. Syst., 2021

IRF: A Framework for Enabling Users to Interact with Recommenders through Dialogue.
Proc. ACM Hum. Comput. Interact., 2021

Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents.
CoRR, 2021

Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization.
CoRR, 2021

Counting Vertex-Disjoint Shortest Paths in Graphs.
Proceedings of the Fourteenth International Symposium on Combinatorial Search, 2021

AIMEE: Interactive model maintenance with rule-based surrogates.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Making Business Partner Recommendation More Effective: Impacts of Combining Recommenders and Explanations through User Feedback.
Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

What Changed? Interpretable Model Comparison.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

User Driven Model Adjustment via Boolean Rule Explanations.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Client Network: An Interactive Model for Predicting New Clients.
CoRR, 2020

User Profiling from Reviews for Accurate Time-Based Recommendations.
CoRR, 2020

The Challenge of Optimal Paths in Graphs with Item Sets.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
Computing Multi-Modal Journey Plans under Uncertainty.
J. Artif. Intell. Res., 2019

An Evaluation Framework for Interactive Recommender System.
CoRR, 2019

Generating Dialogue Agents via Automated Planning.
CoRR, 2019

An Evaluation Framework for Interactive Recommender Systems.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

IRF: interactive recommendation through dialogue.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Where can my career take me?: harnessing dialogue for interactive career goal recommendations.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

2018
The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction.
SIGIR Forum, 2018

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, 2018

Know Who Your Friends Are: Understanding Social Connections from Unstructured Text.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Opportunity Team Builder for Sales Teams.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

2017
The Cool Cucumber System at the 2017 TAC KBP BeSt Evaluation.
Proceedings of the 2017 Text Analysis Conference, 2017

AWARE: Workshop on Awareness Interfaces and Interactions.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Efficient Optimal Search under Expensive Edge Cost Computation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Suitable for All Ages: Using Reviews to Determine Appropriateness of Products.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

2016

Service Bundle Recommendation for Person-Centered Care Planning in Cities.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Combining Deterministic and Nondeterministic Search for Optimal Journey Planning Under Uncertainty.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Identifying Conversational Message Threads by Integrating Classification and Data Clustering.
Proceedings of the Data Management Technologies and Applications, 2016

A Novel Method for Unsupervised and Supervised Conversational Message Thread Detection.
Proceedings of the DATA 2016, 2016

Mining hidden constrained streams in practice: Informed search in dynamic filter spaces.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Active Learning for Multi-relational Data Construction.
Proceedings of the 24th International Conference on World Wide Web, 2015

Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Supporting Cities, Neighborhoods, and Local Communities with Information and Communication Technologies.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

2014
SPUD - Semantic Processing of Urban Data.
J. Web Semant., 2014

The new blocs on the block: using community forums to foster new neighbourhoods.
Proceedings of the ACM Web Science Conference, 2014

City Labs - Introduction.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Multi-criteria journey aware housing recommender system.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

2013
Reports on the 2013 Workshop Program of the Seventh International AAAI Conference on Weblogs and Social Media.
AI Mag., 2013

Reports on the Workshops Held at the Sixth International AAAI Conference on Weblogs and Social Media.
AI Mag., 2013

Westland row why so slow?: fusing social media and linked data sources for understanding real-time traffic conditions.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

2012
"I'd never get out of this !?$%# office": redesigning time management for the enterprise.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Effective event discovery: using location and social information for scoping event recommendations.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Social Lens: Personalization Around User Defined Collections for Filtering Enterprise Message Streams.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

What Are You Working On? Status Message Q&A in an Enterprise SNS.
Proceedings of the Twelfth European Conference on Computer Supported Cooperative Work, 2011

An open, social microcalender for the enterprise: timely?
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Harnessing Wisdom of the Crowds Dynamics for Time-dependent Reputation and Ranking.
Proceedings of the From Sociology to Computing in Social Networks - Theory, 2010

The challenges of disconnected delay-tolerant MANETs.
Ad Hoc Networks, 2010

Social networking feeds: recommending items of interest.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

The network effects of recommending social connections.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Decomposing Discussion Forums and Boards Using User Roles.
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

2009
Social Network Analysis for Information Flow in Disconnected Delay-Tolerant MANETs.
IEEE Trans. Mob. Comput., 2009

Harnessing Wisdom of the Crowds Dynamics for Time-Dependent Reputation and Ranking.
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009

Investigation of Localised Centrality Metrics for Collaborative Networks: What Can They Reveal?
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009

2007
Parasitic routing: using social network analysis for routing in disconnecting delay-tolerant MANETs
PhD thesis, 2007

Social network analysis for routing in disconnected delay-tolerant MANETs.
Proceedings of the 8th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2007

2005
On Using Peer Profiles to Create Self-Organizing P2P Networks.
Proceedings of the 2005 International Conference on a World of Wireless, 2005

1989
A memory-controlled crosspoint switch using E-beam restructuring.
IEEE J. Solid State Circuits, February, 1989

Pruned tree-structured vector quantization in image coding.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
Variable bit rate vector quantization of video images for packet-switched networks.
Proceedings of the IEEE International Conference on Acoustics, 1988


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