- Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
2025/07/10 by Sukjun Hwang, B. Wang, Brandon Wang +5 · 14 voices · 19 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
- Leveraging Natural Language Processing to Unravel the Mystery of Life: A Review of NLP Approaches in Genomics, Transcriptomics, and Proteomics
2025/06/02 by Ella Rannon, David Burstein, Rannon, Ella +1 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Automatic summarization #Computational linguistics #Genetics, Bioinformatics, and Biomedical Research #Lexical analysis #Machine translation #Misinformation and Its Impacts #Natural language #Natural language understanding #Topic Modeling #Word2vec
- Improving Self Consistency in LLMs through Probabilistic Tokenization
2024/07/04 by Ashutosh Sathe, Divyanshu Aggarwal, Sathe, Ashutosh +3 · 1 voice · 1 citation
Business, Management and Accounting · Computer Science · #Artificial intelligence #Business Process Modeling and Analysis #Computer science #Consistency (knowledge bases) #Lexical analysis #Natural language processing #Probabilistic logic #Semantic Web and Ontologies #cs.CL #cs.LG
- Advancing bioinformatics with language models: components, applications, and perspectives
2024/01/08 by Jiajia Liu, Liu, Jiajia, Mengyuan Yang +12 · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial intelligence #Artificial neural network #Computer science #Data science #Focus (optics) #Foundation (evidence) #Language model #Lexical analysis #Machine Learning in Bioinformatics #Machine learning #Natural language #Natural language processing #RNA modifications and cancer #Single-cell and spatial transcriptomics #Topic Modeling #Transformer
- Automated Dating of the World’s Language Families Based on Lexical Similarity
2011/11/30 by Eric W. Holman, Cecil H. Brown, Søren Wichmann +12 · 3 citations
Social Sciences · Computer Science · #Language and cultural evolution #Authorship Attribution and Profiling #Similarity (geometry) #Language family #Computer science #Plural #Cognate #Levenshtein distance #Natural language processing #Linguistics #Lexical analysis #Lexical item #Divergence (linguistics) #Artificial intelligence