…language models under concept drift conditions, achieving improved robustness and performance through constraint-aware optimization techniques. AI-generated summary This paper identifies a critical yet underexplored challenge in reasoning alignment from multiple…
…SpeechEditBench provides a rigorous diagnostic framework to identify bottlenecks in Speech LLMs, thereby facilitating the development of next-generation Speech LLMs with more robust and precise instruction-guided editing capabilities. Data and…
…4.1.1 Host Name and Host ID The host name and host ID are system-level identifiers used to identify the system on which you install the Intel® Software License Manager…
…Safe and abliterated targets separate with AUROC values between 0.89 and 1.00, target identity is the dominant variance component (η^2 approx 0.52), and severity profiles stabilize by ten…
…LLMs towards Identities through Humor (2026) Please give a thumbs up to this comment if you found it helpful! If you want recommendations for any Paper on Hugging Face checkout this Space…
…Through comprehensive evaluations of state-of-the-art VLMs, we identify stress-specific failure modes and reveal that different physical factors degrade different embodied capabilities, which are often obscured by aggregate accuracy…
…response granularity and non-negligible sampling latency. In this paper, we study a more aggressive setting: frame-wise autoregression with only 1--2 sampling steps. In this regime, we identify the initialization…
…We release SWE-WebDev Bench as a community benchmark to enable such replication and help platform builders identify and address these gaps. Code and benchmark resources are available at: https://github.com…
…structurally identical ISO, OWASP, CWE, or NIST citations. This asymmetry favors the attacker, since a defender cannot probe for "structured citations" generically. We characterize the attack across base-model scale and family…
…Ziqian Zhong on Jun 9 Carnegie Mellon University Authors: , , , , , Abstract Researchers identify widespread vulnerabilities in agent benchmark verification systems and develop an automated iterative process using LLM agents to create robust verifiers…