Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance
Ahmed Alajrami, Xingwei Tan, and Nikolaos Aletras
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
A rapid evidence review of evaluation techniques for large language models in legal use cases: trends, gaps, and recommendations for future research
Joshua Kelsall, Xingwei Tan, Aislinn Bergin, Jiahong Chen, Maria Waheed, Tom Sorell, Rob Procter, Maria Liakata, Jenny Chim, and Serene Chi
IntrEx: A Dataset for Modeling Engagement in Educational Conversations
Xingwei Tan, Mahathi Parvatham, Chiara Gambi, and Gabriele Pergola
Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?
Samuel Lewis-Lim, Xingwei Tan, Zhixue Zhao, Nikolaos Aletras
Enhancing logical reasoning in language models via symbolically-guided monte carlo process supervision
Xingwei Tan, Marco Valentino, Mahmud Elahi Akhter, Maria Liakata, Nikolaos Aletras
What makes a conversation interesting? Linguistic features predictive of interest in educational conversations between teachers and learners of English
Mahathi Parvatham, Xingwei Tan, Gabriele Pergola, and Chiara Gambi
SafeSpeech: a comprehensive and interactive tool for analysing sexist and abusive language in conversations
Xingwei Tan, Chen Lyu, Hafiz Muhammad Umer, Sahrish Khan, Mahathi Parvatham, Lois Arthurs, Simon Cullen, Shelley Wilson, Arshad Jhumka, and Gabriele Pergola
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, and Yulan He
Event Temporal Relation Extraction with Bayesian Translational Model
Xingwei Tan, Gabriele Pergola, and Yulan He
Event-centric question answering via contrastive learning and invertible event transformation
Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, and Yulan He
Learning refined features for open-world text classification with class description and commonsense knowledge
Haopeng Ren, Zeting Li, Yi Cai, Xingwei Tan, Xin Wu
Extracting Event Temporal Relations via Hyperbolic Geometry
Xingwei Tan, Gabriele Pergola, and Yulan He
Detecting dependency-related sentiment features for aspect-level sentiment classification
Xing Zhang, Jingyun Xu, Yi Cai, Xingwei Tan, and Changxi Zhu
Improving aspect-based sentiment analysis via aligning aspect embedding
Xingwei Tan, Yi Cai, Jingyun Xu, Ho-Fung Leung, Wenhao Chen, and Qing Li
Recognizing conflict opinions in aspect-level sentiment classification with dual attention networks
Xingwei Tan, Yi Cai, and Changxi Zhu
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams