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cs.CL2026
Beyond Unsafe Detection: Counterfactually Anchored Evidence Attribution for Multi-Turn LLM Safety Failures
Srinivasan Subramanian, Kazi Aminul Islam, Md. Abdullah Al Hafiz Khan
As Large Language Models (LLMs) move from conversational assistants to advanced agentic systems, guardrail failures can convert adversarial intents into harmful executions. However…
cs.CL2026
How Does Research Evolve? Tracing Cross-Domain Trajectories in NLP, ML, and CV Through Claim-Grounded Typed Citations
Abdul Muntakim, Md Abdullah Al Hafiz Khan, Sadid Hasan +1
How does research evolve, and can we trace it at the level of individual claims? Scientific progress is not simply a uniform accumulation of facts. Existing citation graphs usually…