Complete Natural Language Processing Machine Learning Tutorial
Comprehensive NLP tutorial covering tokenization, preprocessing, encoding, and word embeddings. Practical implementations and in-depth explanations for beginners and intermediate learners.
A Design Space for Intelligent and Interactive Writing Assistants
Proposes a structured design space for intelligent writing assistants, exploring five key aspects: task, user, technology, interaction, and ecosystem, based on a systematic review of 115 papers.
Mathematical Structure Computed by Large Language Models
Exploring a mathematical framework for large language models, proposing structures that underpin their computational processes and linguistic capabilities.
NLP à la Suisse by Andrea Mocci and Jesper Findahl
Explore modern NLP techniques applied to Swiss multilingual data, from basic tasks to advanced methods like NER and dependency parsing. Learn how to integrate LLMs into NLP pipelines using the Swiss Commercial Registry as a real-world example.
What Is ChatGPT Doing and Why Does It Work? - Episode 6
Explore the inner workings of ChatGPT and large language models, from word embedding to sentence generation, with insights on vector representation and randomness in AI-generated text.
What Is ChatGPT Doing? Understanding Large Language Models - Episode 2
Explore the inner workings of ChatGPT and large language models, understanding their token-by-token generation process and the complexities behind their seemingly intelligent outputs.
Analyzing GPT-2's Brain Development
Explore GPT-2's inner workings through token manipulation, node analysis, and temperature adjustments to gain insights into its structure and functioning.
Analyzing Ancient Greek Syntax
Explore ancient Greek syntax analysis through computational methods, developing functions for parts of speech, verb endings, and noun categories.
Analyzing the Temperature-Varied Syntactic Structures of GPT 3.5
Explore how temperature affects grammatical structures in AI-generated text, applying graph theory to language and comparing human vs. machine writing.
Modeling Human Communication Dynamics - 2016
Explore computational models for analyzing and predicting human communication behaviors, with applications in healthcare, education, business, and social media.
Parsing the Web: Large-Scale Syntactic Processing - 2009 Workshop Closing Presentation
Explore large-scale syntactic processing techniques for parsing web content in this comprehensive workshop presentation from CLSP at Johns Hopkins University.
Low-Pass Semantics with a Bit of Discourse - November 2013
Explore advances in natural language processing and the challenge of creating systems that understand text, with insights on leveraging distributional regularities for effective analysis.
Behavioral, Neuroscience, and Computational Methods in the Study of Human Speech
Explore modality-specific speech processing through behavioral, brain imaging, and computational methods. Discover evidence challenging conventional theories of abstract linguistic encoding in speech perception.
Context-Sensitivity and Stochastic Unification-Based Grammars - 2000
Explore context-sensitive interactions in probabilistic grammars, log-linear models, and stochastic unification-based grammars with implications for optimality theory.
A Hyperparameter Optimization Toolkit for Neural Machine Translation Research
Explore a toolkit for optimizing hyperparameters in neural machine translation research, enhancing efficiency and performance in NMT model development.
Multilingual Speech to Speech Translation for Under-Resourced Languages
Explore cutting-edge AI techniques for seamless multilingual communication, focusing on under-resourced languages through multi-modal and transfer learning approaches.
Multilingual Speech-to-Speech Translation for Under-Resourced Languages
Explore multilingual speech-to-speech translation techniques for under-resourced languages, focusing on encoding, decoding, and analysis strategies.
Introduction to Arabic Natural Language Processing - Part 1
Explore Arabic NLP fundamentals, covering linguistic challenges and computational approaches for processing the Arabic language.
Language Engineering for Students and Professionals - Integrating Research and Education
Explore language engineering integration in research and education at CLSP's Workshop'99. Gain insights into bridging academic and professional perspectives in the field.
Computational Methods to Analyze Lexical Semantic Change and Variation from Historical Texts
Explore computational techniques for analyzing lexical semantic evolution in historical texts, uncovering linguistic patterns and variations over time.
Challenges and Opportunities of Artificial Intelligence in Neuroscience
Explore AI's impact on neuroscience with experts discussing challenges, opportunities, and explainability. Gain insights into the intersection of artificial and natural intelligence.