- Solve the Loop: Attractor Models for Language and Reasoning
2026/05/12 by Jacob Fein-Ashley, Paria Rashidinejad · 1 voice
Computer Science · #Attractor #Computation #Embedding #Generative Adversarial Networks and Image Synthesis #Language model #Multimodal Machine Learning Applications #Perplexity #Scalability #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE
- Genomic perplexity and the evolution of context-dependent function
2026/02/11 by James O. McInerney · 2 voices · 1 citation
Biochemistry, Genetics and Molecular Biology · Social Sciences · #Analogy #Bioinformatics and Genomic Networks #Context (archaeology) #ENCODE #Epistasis #Evolutionary Game Theory and Cooperation #Function (biology) #Gene regulatory network #Genomics #Language and cultural evolution #Metric (unit) #Perplexity
- Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
2025/07/10 by Sukjun Hwang, B. Wang, Brandon Wang +5 · 14 voices · 25 citations
Computer Science · #Boosting (machine learning) #Bottleneck #Chunking (psychology) #Heuristics #Language model #Lexical analysis #Neural Networks and Applications #Perplexity #Pipeline (software) #Speech Recognition and Synthesis #Transformer #cs.LG
- Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies
2025/05/13 by Xiaoliang Luo, Xinyi Xu, Luo, Xiaoliang +5 · 1 voice · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Consistency (knowledge bases) #Empirical probability #Empirical research #FOS: Computer and information sciences #Foundation (evidence) #Invariant (physics) #Language and cultural evolution #Natural Language Processing Techniques #Perplexity #Probability distribution #Sequence (biology) #Topic Modeling #cs.CL
- Can AI-Generated Text be Reliably Detected?
2023/03/17 by Vinu Sankar Sadasivan, Sadasivan, Vinu Sankar, Aounon Kumar +7 · 5 voices · 71 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial intelligence #Authorship Attribution and Profiling #Computer science #Detector #Digital watermarking #Image (mathematics) #Information retrieval #Language model #Machine learning #Natural language processing #Perplexity #Topic Modeling #cs.AI #cs.CL #cs.LG
- SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot
2023/01/02 by Elias Frantar, Dan Alistarh, Frantar, Elias +1 · 3 voices · 314 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Algorithm #Artificial intelligence #Code (set theory) #Computer science #Ferroelectric and Negative Capacitance Devices #Generative grammar #Generative model #Inference #Language model #Machine learning #One shot #Perplexity #Programming language #Pruning #Quantization (signal processing) #Source code #Topic Modeling #Transformer #cs.LG
- FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
2022/05/27 by Tri Dao, Dao, Tri, Daniel Y. Fu +7 · 8 voices · 1163 citations
Computer Science · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Computer science #Domain Adaptation and Few-Shot Learning #FLOPS #Language model #Machine Learning and Data Classification #Memory bandwidth #Parallel computing #Perplexity #Speedup #cs.LG