Zhu, Kevin
- Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks
2024/07/04 by Dharunish Yugeswardeenoo, Yugeswardeenoo, Dharunish, Kevin Zhu +3 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multi-Agent Systems and Negotiation
- Semantic Self-Consistency: Enhancing Language Model Reasoning via Semantic Weighting
2024/10/10 by Tim Knappe, Ryan Li, Knappe, Tim +9 · 7 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems
2024/10/25 by I. Singh, Singh, Ishneet Sukhvinder, Ibrahim Allahverdiyev +10 · 6 citations
Engineering · #Advanced Adaptive Filtering Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection
2024/12/04 by Joshua Lee, Lee, Joshua, Fong, Wyatt +8 · 4 citations
Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Mosquito-borne diseases and control
- TRUTH DECAY: Quantifying Multi-Turn Sycophancy in Language Models
2025/02/04 by Liu, Joshua, Jain, Aarav, Takuri, Soham +5 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Improving LLM Abilities in Idiomatic Translation
2024/07/03 by Donthi, Sundesh, Spencer, Maximilian, Patel, Om +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Town Hall Debate Prompting: Enhancing Logical Reasoning in LLMs through Multi-Persona Interaction
2025/01/28 by Vivaan Sandwar, B R Rachitha Jain, Sandwar, Vivaan +8 · 3 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Persona Design and Applications #Multi-Agent Systems and Negotiation
- FenceNet: Fine-grained Footwork Recognition in Fencing
2022/04/20 by Kevin Zhu, Zhu, Kevin, Alexander Wong +3 · 1 citation
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Lower Extremity Biomechanics and Pathologies
- NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
2025/05/20 by Anika Gupta, Michael S.-C. Lu, Gupta, Abhay +7 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered
2025/04/10 by Imran Mirza, Mirza, Imran, Ishwara Vasista +10 · 2 citations
Computer Science · Psychology · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Persona Design and Applications #Social Robot Interaction and HRI
- DiversityMedQA: Assessing Demographic Biases in Medical Diagnosis using Large Language Models
2024/09/02 by Rajat Rawat, Hudson McBride, Rawat, Rajat +13 · 1 citation
Computer Science · Medicine · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education #Topic Modeling
- Enhancing Depression Diagnosis with Chain-of-Thought Prompting
2024/08/26 by Elysia Shi, Adithri Manda, Shi, Elysia +9 · 1 citation
Psychology · #Mental Health Research Topics
- From Bias to Balance: Detecting Facial Expression Recognition Biases in Large Multimodal Foundation Models
2024/08/27 by Kaylee Chhua, Chhua, Kaylee, Zhoujinyi Wen +7 · 1 citation
Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization
2024/10/25 by Cui, Anthony, Nandyalam, Pranav, Rufail, Andrew +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization
2025/12/09 by Haonan Li, Li, Haonan, Keyu Man +13 · 2 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE)
- EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
2025/02/25 by Gupta, Abhay, Cheung, Jacob, Meng, Philip +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation
2025/05/25 by Daniel Csizmadia, Csizmadia, Daniel, Andreï Codreanu +13 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- PALADIN: Self-Correcting Language Model Agents to Cure Tool-Failure Cases
2025/09/25 by Sri Vatsa Vuddanti, Vuddanti, Sri Vatsa, Satwik Kumar Chittiprolu +10 · 1 citation
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
- AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark
2024/08/27 by Abhay Gupta, Gupta, Abhay, Philip Meng +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Debate-Driven Experiment on LLM Hallucinations and Accuracy
2024/10/25 by Raymond Li, Li, Ray, Tanishka Bagade +9 · 1 citation
Economics, Econometrics and Finance · Physics and Astronomy · #Complex Systems and Time Series Analysis #Radioactive Decay and Measurement Techniques #Particle physics theoretical and experimental studies
- The Geometry of Harmfulness in LLMs through Subconcept Probing
2025/07/23 by Shah, McNair, Angeline, Saleena, Kumar, Adhitya Rajendra +5 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Automating Mathematical Proof Generation Using Large Language Model Agents and Knowledge Graphs
2025/02/04 by Li, Vincent, Knappe, Tim, Fu, Yule +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- WOLF: Werewolf-based Observations for LLM Deception and Falsehoods
2025/12/09 by Agarwal, Mrinal, Theo Sundoro, Rana, Saad +11 · 1 citation
Computer Science · Psychology · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Deception detection and forensic psychology #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- SALT: Steering Activations towards Leakage-free Thinking in Chain of Thought
2025/11/11 by Batra, Shourya, Pierce Tillman, Samarth Gaggar +12 · 1 citation
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)