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Xinle Deng

dblp:367/5789 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2026
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2 · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Question answering and dialogue systems · 34% Reinforcement learning · 17% Language models and text generation · 17%

Topics — the 8 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Reinforcement learning
curriculum reinforcement learning
1.012026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Natural language and speech › Question answering and dialogue systems
knowledge base question answering
1.012026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Machine learning › Representation and self-supervised learning
neighborhood consistency
1.012026
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency · ACL (1) 2026
Natural language and speech › Question answering and dialogue systems › knowledge base question answering
temporal knowledge graph question answering
1.012026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Natural language and speech › Language models and text generation › large language model evaluation
truthfulness evaluation
1.012026
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency · ACL (1) 2026
Knowledge, reasoning and agents › Knowledge representation and reasoning
knowledge graph
0.312026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Machine learning › Trustworthy machine learning
robustness
0.312026
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency · ACL (1) 2026
Knowledge, reasoning and agents › Knowledge representation and reasoning › knowledge graph
temporal knowledge graph
0.312026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026

Methods — techniques the papers use, named apart from their topics

reinforcement learning · 1.0large language model probing · 1.0curriculum learning · 1.0autonomous agent · 1.0
YearPublicationVenuePosition
2026 Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
abstract
Zhaoyan Gong, Zhiqiang Liu, Songze Li, Xiaoke Guo, Yuanxiang Liu, Xinle Deng, Zhizhen Liu, Lei Liang, Huajun Chen, Wen Zhang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Zhaoyan Gong, Xiaoke Guo, Yuanxiang Liu, Xinle Deng, Zhizhen Liu, Huajun Chen
ACL (1)6
2026 Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
abstract
Haoming Xu, Ningyuan Zhao, Yunzhi Yao, Weihong Xu, Hongru Wang, Xinle Deng, Shumin Deng, Jeff Z. Pan, Huajun Chen, Ningyu Zhang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Ningyuan Zhao, Yunzhi Yao, Hongru Wang 0003, Xinle Deng, Shumin Deng, Jeff Z. Pan, Huajun Chen, Ningyu Zhang 0001
ACL (1)6