Si, Chenglei
- Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
2024/09/06 by Chenglei Si, Diyi Yang, Si, Chenglei +3 · 23 voices · 77 citations
Social Sciences · #Wikis in Education and Collaboration #cs.AI #cs.CL #cs.CY #cs.HC #cs.LG
- The Prompt Report: A Systematic Survey of Prompt Engineering Techniques
2024/06/06 by Sander Schulhoff, Schulhoff, Sander, Michael Ilie +62 · 16 voices · 61 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 105 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas
2025/06/25 by Chenglei Si, Tatsunori Hashimoto, Si, Chenglei +3 · 7 voices · 14 citations
Medicine · Engineering · #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education
- Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
2021/12/20 by Sabrina J. Mielke, Zaid Alyafeai, Mielke, Sabrina J. +19 · 2 voices · 19 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering
2024/03/05 by Chenglei Si, Yanzhe Zhang, Si, Chenglei +8 · 39 citations
Engineering · #BIM and Construction Integration #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Manufacturing Process and Optimization
- Prompting GPT-3 To Be Reliable
2022/10/17 by Si, Chenglei, Gan, Zhe, Yang, Zhengyuan +4 · 15 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Position: Towards Bidirectional Human-AI Alignment
2024/06/13 by Hua Shen, Tiffany Knearem, Shen, Hua +45 · 2 voices · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.CL #cs.HC
- Best Practices and Lessons Learned on Synthetic Data
2024/04/11 by Ruibo Liu, Liu, Ruibo, Jerry Wei +19 · 2 voices · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Getting MoRE out of Mixture of Language Model Reasoning Experts
2023/05/24 by Si, Chenglei, Shi, Weijia, Zhao, Chen +2 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong
2023/10/19 by Chenglei Si, Si, Chenglei, Navita Goyal +12 · 1 voice · 9 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.HC
- Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition
2023/10/24 by Schulhoff, Sander, Pinto, Jeremy, Khan, Anaum +7 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations
2023/05/22 by Si, Chenglei, Friedman, Dan, Joshi, Nitish +3 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Contextual Experience Replay for Self-Improvement of Language Agents
2025/06/07 by Liu, Yitao, Si, Chenglei, Narasimhan, Karthik +1 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Configurable Foundation Models: Building LLMs from a Modular Perspective
2024/09/04 by Chaojun Xiao, Xiao, Chaojun, Zhengyan Zhang +43 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- What does BERT Learn from Multiple-Choice Reading Comprehension Datasets?
2019/10/28 by Chenglei Si, Si, Chenglei, Shuohang Wang +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- What's in a Name? Answer Equivalence For Open-Domain Question Answering
2021/09/11 by Si, Chenglei, Zhao, Chen, Boyd-Graber, Jordan · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SPHERE: An Evaluation Card for Human-AI Systems
2025/03/24 by Qianou Ma, Dora Zhao, Ma, Qianou +15 · 2 citations
Computer Science · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems
- Predicting Empirical AI Research Outcomes with Language Models
2025/06/01 by Jiaxin Wen, Wen, Jiaxin, Chenglei Si +7 · 2 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling
- Completion ≠ Collaboration: Scaling Collaborative Effort with Agents
2025/10/29 by Shen, Shannon Zejiang, Chen, Valerie, Gu, Ken +11 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences