Aram Galstyan
Orcid: 0000-0003-4215-0886Affiliations:
- University of Southern California, Los Angeles, USA
According to our database1,
Aram Galstyan
authored at least 208 papers
between 2001 and 2024.
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Bibliography
2024
Adaptive Video Understanding Agent: Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning.
CoRR, 2024
SeRA: Self-Reviewing and Alignment of Large Language Models using Implicit Reward Margins.
CoRR, 2024
MICo: Preventative Detoxification of Large Language Models through Inhibition Control.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the Causal Learning and Reasoning, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Are you talking to ['xem'] or ['x', 'em']? On Tokenization and Addressing Misgendering in LLMs with Pronoun Tokenization Parity.
CoRR, 2023
CoRR, 2023
Multi-Task Knowledge Enhancement for Zero-Shot and Multi-Domain Recommendation in an AI Assistant Application.
CoRR, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Causal Sensitivity Analysis for Hidden Confounding: Modeling the Sex-Specific Role of Diet on the Aging Brain.
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023
StATIK+: Structure and Text for Inductive Knowledge Graph Modeling and Paths towards Enterprise Implementations.
Proceedings of the Workshop on Enterprise Knowledge Graphs using Large Language Models (EKG-LLM 2023) co-located with 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), 2023
The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Frontiers Artif. Intell., 2022
CoRR, 2022
Inferring topological transitions in pattern-forming processes with self-supervised learning.
CoRR, 2022
An Analysis of The Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022
Proceedings of the IEEE Information Theory Workshop, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022
2021
IEEE Trans. Comput. Soc. Syst., 2021
Entropy, 2021
Cybersecur., 2021
CoRR, 2021
Identifying botnet IP address clusters using natural language processing techniques on honeypot command logs.
CoRR, 2021
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the Asian Conference on Machine Learning, 2021
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Inf. Theory, 2020
Proc. Natl. Acad. Sci. USA, 2020
Leveraging Clickstream Trajectories to Reveal Low-Quality Workers in Crowdsourced Forecasting Platforms.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
Improving generalization by controlling label-noise information in neural network weights.
Proceedings of the 37th International Conference on Machine Learning, 2020
All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference.
Proceedings of the 37th International Conference on Machine Learning, 2020
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition.
Proceedings of the HT '20: 31st ACM Conference on Hypertext and Social Media, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings.
CoRR, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Comput. Soc. Syst., 2018
CoRR, 2018
From <i>Alt-Right to Alt-Rechts</i>: Twitter Analysis of the 2017 German Federal Election.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents Workshop co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018
Proceedings of the 29th on Hypertext and Social Media, 2018
Proceedings of the 29th on Hypertext and Social Media, 2018
2017
CoRR, 2017
CoRR, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks.
IEEE Trans. Knowl. Data Eng., 2016
CoRR, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the Social Informatics - 8th International Conference, 2016
Proceedings of the Semantic Web - ISWC 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015
Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014
IEEE Trans. Comput. Soc. Syst., 2014
CoRR, 2014
Understanding confounding effects in linguistic coordination: an information-theoretic approach.
CoRR, 2014
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Handbook of Human Computation, 2013
Auton. Agents Multi Agent Syst., 2013
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
Proceedings of the UAI 2011, 2011
Proceedings of the UAI 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Future of the Social Web, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Proceedings of the Complex Adaptive Systems: Resilience, 2010
2009
Proceedings of the UAI 2009, 2009
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
2008
Auton. Robots, 2008
Proceedings of the first Workshop on Online Social Networks, 2008
Proceedings of the Social Information Processing, 2008
2007
Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification.
Proceedings of the Inductive Logic Programming, 17th International Conference, 2007
2006
Int. J. Robotics Res., 2006
Proceedings of the Intelligence and Security Informatics, 2006
Proceedings of the 9th International Conference on Information Fusion, 2006
2005
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Comparative analysis of top-down and bottom-up methodologies for multi-agent system design.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
2004
Auton. Robots, 2004
Proceedings of the Swarm Robotics, SAB 2004 International Workshop, 2004
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004
Proceedings of the Engineering Self-Organising Systems, 2004
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
2003
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003
Threshold Behavior in a Boolean Network Model for SAT.
Proceedings of the International Conference on Artificial Intelligence, 2003
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
2002
Auton. Robots, 2002
2001
Artif. Life, 2001