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Shumin Deng
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11
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
23 February 2025 by
Chenxi Wang
and
others
Computation and Language
,
Artificial Intelligence
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
21 February 2025 by
Yuqi Zhu
and
others
Computation and Language
,
Artificial Intelligence
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
16 February 2025 by
Yixin Ou
and
others
Machine Learning
,
Artificial Intelligence
ReLearn: Unlearning via Learning for Large Language Models
16 February 2025 by
Haoming Xu
and
others
Computation and Language
,
Artificial Intelligence
PhishIntel: Toward Practical Deployment of Reference-Based Phishing Detection
14 February 2025 by
Yuexin Li
and
others
Cryptography and Security
Agent Planning with World Knowledge Model
3 January 2025 by
Shuofei Qiao
and
others
Computation and Language
,
Artificial Intelligence
Knowledge Circuits in Pretrained Transformers
3 January 2025 by
Yunzhi Yao
and
others
at
Zhejiang University
Computation and Language
,
Artificial Intelligence
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
26 December 2024 by
Yuqi Zhu
and
others
at
Zhejiang University
Computation and Language
,
Artificial Intelligence
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation
8 December 2024 by
Minzhi Li
and
others
Computation and Language
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
4 December 2024 by
Mengru Wang
and
others
at
Zhejiang University
Computation and Language
,
Artificial Intelligence
A Comprehensive Study of Knowledge Editing for Large Language Models
17 November 2024 by
Ningyu Zhang
and
others
at
Zhejiang University
Computation and Language
,
Artificial Intelligence
Information Extraction in Low-Resource Scenarios: Survey and Perspective
28 October 2024 by
Shumin Deng
and
others
Computation and Language
,
Artificial Intelligence
Exploring Model Kinship for Merging Large Language Models
16 October 2024 by
Yedi Hu
and
others
Computation and Language
,
Artificial Intelligence
Editing Conceptual Knowledge for Large Language Models
6 October 2024 by
Xiaohan Wang
and
others
Computation and Language
,
Artificial Intelligence
FlipAttack: Jailbreak LLMs via Flipping
2 October 2024 by
Yue Liu
and
others
Cryptography and Security
,
Artificial Intelligence
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
9 September 2024 by
Ningyu Zhang
and
others
Artificial Intelligence
,
Computation and Language
Towards A Unified View of Answer Calibration for Multi-Step Reasoning
18 August 2024 by
Shumin Deng
and
others
at
National University of Singapore
Computation and Language
,
Artificial Intelligence
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection
15 June 2024 by
Yuexin Li
and
others
at
National University of Singapore
Cryptography and Security
,
Artificial Intelligence
Detoxifying Large Language Models via Knowledge Editing
28 May 2024 by
Mengru Wang
and
others
at
Zhejiang University
Computation and Language
,
Artificial Intelligence
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
27 May 2024 by
Jintian Zhang
and
others
Computation and Language
,
Artificial Intelligence
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