Jack Lanchantin
- Learning to Reason and Memorize with Self-Notes
2023/05/01 by Jack Lanchantin, Shubham Toshniwal, Lanchantin, Jack +7 · 2 voices · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
2018/01/13 by Ji Gao, Gao, Ji, Jack Lanchantin +5 · 22 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- General Multi-label Image Classification with Transformers
2020/11/27 by Jack Lanchantin, Lanchantin, Jack, Tianlu Wang +5 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Autodata: An agentic data scientist to create high quality synthetic data
2026/06/24 by Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu +12 · 4 voices
#cs.AI #cs.CL #cs.LG
- Diverse Preference Optimization
2025/01/30 by Jack Lanchantin, Angelica Chen, Lanchantin, Jack +11 · 2 voices · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Jointly Reinforcing Diversity and Quality in Language Model Generations
2025/09/02 by Tianjian Li, Li, Tianjian, Yiming Zhang +13 · 23 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Adaptive Decoding via Latent Preference Optimization
2024/11/14 by Shehzaad Dhuliawala, Dhuliawala, Shehzaad, Ilia Kulikov +12 · 3 voices · 2 citations
Computer Science · #Neural Networks and Applications #cs.CL
- NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks
2025/07/02 by Yang Li, Youssef Emad, Li, Yang +19 · 11 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling #Multimodal Machine Learning Applications
- Neural Message Passing for Multi-Label Classification
2019/04/17 by Jack Lanchantin, Arshdeep Sekhon, Lanchantin, Jack +3 · 1 citation
Computer Science · #Text and Document Classification Technologies #Machine Learning and Data Classification #Topic Modeling
- OptimalThinkingBench: Evaluating Over and Underthinking in LLMs
2025/08/18 by Pranjal Aggarwal, Aggarwal, Pranjal, Seungone Kim +11 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Bridging Offline and Online Reinforcement Learning for LLMs
2025/06/26 by Jack Lanchantin, Lanchantin, Jack, Angelica Chen +21 · 7 citations
Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms