◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Liang-Wei Ren

1 paper hereh-index 00 citations0 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

fields
  • cs.AI1

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.AI2026

Copies or Sources? Measuring How LLM Aggregators Count Restated Evidence in Multi-Agent Systems

Jianxin Gao, Runze Li, Tianyi Yu +3

Multi-agent systems built on large language models (LLMs) restate observations as a matter of course: relays forward them, shared boards repeat them and discussion rounds echo them…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.