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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
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publications
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base QA
Published in Findings of EMNLP 2021, 2021
Divide-and-conquer strategy for multi-label, multi-hop relation detection in knowledge-base question answering.
Recommended citation: Deyu Zhou, Yanzheng Xiang, Linhai Zhang, Chenchen Ye, Qian-Wen Zhang, Yunbo Cao. 2021. "A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base QA." In Findings of EMNLP 2021.
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G3R: A Graph-Guided Generate-and-Rerank Framework for Cross-domain Text-to-SQL Generation
Published in Findings of ACL 2023, 2023
A graph-guided generate-and-rerank framework that advances cross-domain text-to-SQL generation.
Recommended citation: Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou. 2023. "G3R: A Graph-Guided Generate-and-Rerank Framework for Cross-domain Text-to-SQL Generation." In Findings of ACL 2023.
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Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models
Published in Findings of ACL 2024, 2024
Mitigating sensitivity to demonstration order in in-context learning with causal language models.
Recommended citation: Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He. 2024. "Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models." In Findings of ACL 2024.
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Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
Published in EMNLP 2024, 2024
Analyzing how feature decorrelation influences monosemanticity in language models.
Recommended citation: Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He. 2024. "Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective." In EMNLP 2024.
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The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis
Published in EMNLP 2024, 2024
Surveying interpretability and analysis techniques for understanding in-context learning.
Recommended citation: Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He. 2024. "The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis." In EMNLP 2024.
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SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers
Published in COLM 2025, 2025
Benchmarking agentic LLM systems on reproducing algorithms described in research papers.
Recommended citation: Yanzheng Xiang, Hanqi Yan, Shuyin Ouyang, Lin Gui, Yulan He. 2025. "SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers." Under review at COLM 2025.
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PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA
Published in Findings of ACL 2025, 2025
Dynamic progress control with hierarchical graph reasoning for long-document question answering.
Recommended citation: Xinyu Wang, Yanzheng Xiang, Lin Gui, Yulan He. 2025. "PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA." In Findings of ACL 2025.
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talks
Talk 1 on Relevant Topic in Your Field
Talk, UC San Francisco, Department of Testing, San Francisco, California, March 01, 2012
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Tutorial 1 on Relevant Topic in Your Field
Tutorial, UC-Berkeley Institute for Testing Science, Berkeley CA, USA, March 01, 2013
Talk 2 on Relevant Topic in Your Field
Talk, London School of Testing, London, UK, February 01, 2014
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk, Testing Institute of America 2014 Annual Conference, Los Angeles, CA, March 01, 2014
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
Towards Automatic Code Reproduction for Scientific Papers: Benchmarks and Methodologies
Invited Talk, Meta, LLaMA Community Meet-up, London, United Kingdom, April 06, 2025
I presented our latest work on SciReplicate-Bench and shared methodologies for building agentic LLM systems that can reliably reproduce code from scientific publications. The talk covered benchmarking strategies, memory management, and tooling considerations for research automation.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.