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When Seekers Are Hard to Help — Evaluating Emotional Support Dialogue Systems in Worst-Case Interactions

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When Seekers Are Hard to Help — Evaluating Emotional Support Dialogue Systems in Worst-Case Interactions

·9 min read·Jiajie Yang, Yangchun Li, Guanyi Chen et al.

This paper addresses a critical gap in the evaluation of Emotional Support Dialogue Systems (ESDSes) — current benchmarks primarily rely on simulated seekers who are cooperative and disclose informa…

researchemotional-support-dialoguerobustness-evaluationllm-simulationworst-case-simulation

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HydraPrompt — An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection

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HydraPrompt — An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection

·9 min read·Senyuan Shi, Hao Tan, Zichang Tan et al.

This paper addresses the growing challenge of detecting synthetic images generated by diverse generative models, an increasingly urgent problem due to the proliferation of deepfakes and AI-generate…

researchsynthetic-image-detectionvision-language-modelsadaptive-promptingcontrastive-learning

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Learning to Orchestrate Agents under Uncertainty

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Learning to Orchestrate Agents under Uncertainty

·8 min read·Mary Chriselda Antony Oliver, Lan Jiang, Aaron Bundi Anampiu et al.

This paper tackles the problem of sequentially orchestrating a set of heterogeneous agents under uncertainty, where agents differ in reliability, cost, and output behavior, and these characteristic…

researchmulti-agent-orchestrationoptimal-transportbandit-learninguncertainty-awareness

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Looking into the faintEst WIth MUSE (LEWIS) — Exploring the nature of ultra-diffuse galaxies in the Hydra-I cluster. VI. A star-forming UDG in Hydra I — a rare UDG or a transition phase?

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Looking into the faintEst WIth MUSE (LEWIS) — Exploring the nature of ultra-diffuse galaxies in the Hydra-I cluster. VI. A star-forming UDG in Hydra I — a rare UDG or a transition phase?

·9 min read·Luca Rossi, Chiara Buttitta, Goran Doll et al.

This paper presents an in-depth spectroscopic and morphological study of UDG 6, a gas-rich star-forming ultra-diffuse galaxy (UDG) member of the Hydra I cluster, using MUSE integral field data from…

researchultra-diffuse-galaxiesintegral-field-spectroscopystar-formationgas-kinematics

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