3 citations · 3 across the 12 of their papers we have counts for
4 papers · 1 filter
Legal-R1: Agentic Retrieval for Evidence-Based Legal Reasoning
Huaiwen Pang, Jiale Han, Junying Chen +2
Legal question answering requires answers that are not only plausible, but also grounded in legally valid and citable evidence. Standard retrieval-augmented generation often relies…
SimDiff: Depth Pruning via Similarity and Difference
Yuli Chen, Shuhao Zhang, Fanshen Meng +4
Depth pruning improves the deployment efficiency of large language models (LLMs) by identifying and removing redundant layers. A widely accepted standard for this identification pr…
Beyond A Fixed Seal: Adaptive Stealing Watermark in Large Language Models
Shuhao Zhang, Yuli Chen, Jiale Han +2
Watermarking provides a critical safeguard for large language model (LLM) services by facilitating the detection of LLM-generated text. Correspondingly, stealing watermark algorith…
Human or Machine? A Preliminary Turing Test for Speech-to-Speech Interaction
Xiang Li, Jiabao Gao, Sipei Lin +5
The pursuit of human-like conversational agents has long been guided by the Turing test. For modern speech-to-speech (S2S) systems, a critical yet unanswered question is whether th…