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Yixin Ou

11 papers hereh-index 81k citations13 works total

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

author position
  • first author3
  • middle author8

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL10
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedLLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

37 citations · 80 across the 11 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CL2024★ 4 cited

Symbolic Learning Enables Self-Evolving Agents

Wangchunshu Zhou, Yixin Ou, Shengwei Ding +9

The AI community has been exploring a pathway to artificial general intelligence (AGI) by developing "language agents", which are complex large language models (LLMs) pipelines inv…

cs.CL2024★ 4 cited

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

Yuqi Zhu, Shuofei Qiao, Yixin Ou +7

Large Language Models (LLMs) have demonstrated great potential in complex reasoning tasks, yet they fall short when tackling more sophisticated challenges, especially when interact…

cs.CL2024★ 1 cited

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

Yixin Ou, Ningyu Zhang, Honghao Gui +9

In recent years, instruction tuning has gained increasing attention and emerged as a crucial technique to enhance the capabilities of Large Language Models (LLMs). To construct hig…

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