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Showing: 136 courses
TED-Ed

Playing With Language

1 rewiews
Explore language's evolution, structure, and impact through diverse topics like word origins, rhetoric, translation, grammar, and communication, enhancing linguistic understanding and skills.
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28 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Santa Fe Institute

Compositionality in Vector Space Models of Meaning

0 rewiews
Explore compositional structures in vector space models of meaning, focusing on deep neural networks, grammar, and role-filler bindings to understand language representation.
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11 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Santa Fe Institute

Eating Our Words: What the Language of Food Reveals About History and Culture

0 rewiews
Explore how language in food reveals insights on history, economics, and culture. From ketchup's origins to menu linguistics, uncover surprising connections between words and cuisine.
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15 Lesons
57 minutes
On-Demand
Free-Video
Santa Fe Institute

Large Language Models and the Changing Face of Computational Linguistics

0 rewiews
Explore the impact of Large Language Models on computational linguistics, discussing their transformative effects and future implications for language processing and understanding.
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1 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Ousiometrics and Telegnomics - Measuring Essential Meaning and Remote Knowledge

0 rewiews
Explore the study of essential meaning and remotely sensed knowledge through innovative frameworks, examining language patterns, storytelling, and temporal dynamics in various contexts.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Santa Fe Institute

Text-Based Timeline Analysis and New Instruments for the Science of Stories

0 rewiews
Exploring Twitter data as a telescope for observing collective human thought, revealing insights into sentiment, narrative power, and social dynamics through innovative text analysis techniques.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Santa Fe Institute

Do AI Systems Model Meaning and Understanding?

0 rewiews
Explore the philosophical question of whether AI systems truly model meaning and understanding, delving into the nature of intelligence and consciousness in artificial systems.
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1 Lesons
38 minutes
On-Demand
Free-Video
Santa Fe Institute

Language Models Could Learn Semantics - No Matter How You Define It

0 rewiews
Explore how language models can acquire semantic understanding through form, entailment, and Gricean principles, with insights on practical limitations and future possibilities.
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17 Lesons
26 minutes
On-Demand
Free-Video
Santa Fe Institute

Bridging the Divide Between Vectors and Symbols in Language Processing

0 rewiews
Explore the intersection of vectors and symbols in language processing, focusing on innovative approaches to bridge computational and cognitive models of meaning.
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11 Lesons
28 minutes
On-Demand
Free-Video
Santa Fe Institute

Language Understanding Goes Beyond Language Processing

0 rewiews
Explore how language comprehension extends beyond traditional processing, delving into cognitive mechanisms and neural networks that shape our understanding of communication and meaning.
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1 Lesons
32 minutes
On-Demand
Free-Video
Santa Fe Institute

Possibility Architectures - Exploring Human Communication with Generative AI

0 rewiews
Explore the intersection of human communication and generative AI, examining how these technologies reshape our interactions and open new possibilities for expression and understanding.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Santa Fe Institute

Simple Models of Language Evolution

0 rewiews
Explore the fascinating world of language evolution through simple models, uncovering insights into how communication systems develop and change over time.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Steering Large Language Models for Cross-lingual Information Retrieval - Multilingual Retrieval

0 rewiews
Explore techniques for leveraging large language models in cross-lingual information retrieval, enhancing multilingual search capabilities and improving global information access.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Exogenous and Endogenous Data Augmentation for Low-Resource Complex Named Entity Recognition - Lecture 1

0 rewiews
Explore data augmentation techniques for improving complex named entity recognition in low-resource scenarios, enhancing NLP model performance.
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1 Lesons
14 minutes
On-Demand
Free-Video
Simons Institute

Human and Machine Inductive Biases for Compositional Linguistic Generalization

0 rewiews
Explore compositional linguistic generalization in humans and artificial neural networks. Compare model results with human patterns, highlighting challenges and opportunities in structural generalization research.
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1 Lesons
1 hour
On-Demand
Free-Video
Simons Institute

Adaptive Generalization: The Role of Dynamic Evaluation in Low-Resource Settings

0 rewiews
Explore adaptive generalization techniques and dynamic evaluation strategies for enhancing AI performance in low-resource environments.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Simons Institute

Toward Understanding In-Context Learning

0 rewiews
Dive into the mechanisms of in-context learning in large language models, exploring theoretical explanations and simplified data distributions with Stanford's Tengyu Ma.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video

NLP in Python - Natural Language Processing

0 rewiews
NLP is a field concerned with the ability of a computer to understand, analyze, manipulate and potentially generate human language.In this course we study about NLP and use the NLP toolkit or NLTK in Python.
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22 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Natural Language Processing

0 rewiews
Explore natural language processing (NLP) concepts, review Text preprocessing and data cleaning, learn forward propagation and back propagation in neural networks, Word Embedding using Keras and deep learning with examples
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29 Lesons
10 hours
On-Demand
Free-Video
Lucid Programming

Natural Language Processing

0 rewiews
Learn Python-based NLP techniques including text resource access, word cloud generation, WordNet usage, and word processing methods like stemming and lemmatization.
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5 Lesons
1 hour 30 minutes
On-Demand
Free-Video
The AI University

Natural Language Processing

0 rewiews
This course provides an understanding of natural language processing, its tools, techniques, philosophy and principle. It will cover Tokenization, Stop Words and Word Embedding.
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8 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

Textblob

0 rewiews
Explore TextBlob for NLP tasks: preprocessing, sentiment analysis, and text vectorization. Learn to clean text data, handle stopwords, and implement sentiment analysis using Python.
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5 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Simons Institute

How Do Transformers Work? - A Deep Dive into Neural Network Architecture

0 rewiews
Dive into the fundamental mechanics and architecture of transformer models, exploring their key components and operational principles through expert insights from MIT's research.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
MITCBMM

Learning to Reason - Insights from Language Modeling

0 rewiews
Explore the fascinating intersection of language modeling and reasoning processes through Stanford researcher Noah Goodman's insightful analysis of cognitive learning mechanisms.
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1 Lesons
58 minutes
On-Demand
Free-Video
TEDx

Convergenze - Incontro tra Tecnologia e Scienze del Linguaggio

0 rewiews
Esplorazione delle intersezioni tra linguistica e tecnologia, evidenziando l'impatto della linguistica computazionale sul presente e futuro delle lingue e della comunicazione.
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1 Lesons
18 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Olé tu léxico! A Computational Investigation into Flamenco Lyrics

0 rewiews
Explora el análisis computacional de letras flamencas, revelando patrones lingüísticos y culturales únicos en este género musical tradicional español.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Open Data Science

State of the Art Natural Language Understanding at Scale - David Talby

0 rewiews
Explore state-of-the-art NLP techniques using Apache Spark, covering core algorithms, distributed pipelines, and performance optimizations for large-scale language understanding applications.
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23 Lesons
50 minutes
On-Demand
Free-Video
Complexity Explorer

Probability and Its Interpretation - Foundations of Humanities Analytics

0 rewiews
Explore probability theory, its historical development, and interpretations in this humanities analytics lecture, focusing on frequency and subjective approaches to understanding uncertainty.
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12 Lesons
36 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Modeling American Sign Language via Linguistic Knowledge Infusion

0 rewiews
Explore innovative approaches to modeling American Sign Language, enhancing recognition accuracy and addressing challenges in sign language research through linguistic knowledge infusion.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Segmentation, Indexing and Retrieval of Multilingual Sources - 2002

0 rewiews
Explore techniques for segmenting, indexing, and retrieving multilingual sources, enhancing cross-language information access and processing capabilities.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Predicting Language Change - 2009

0 rewiews
Explore mathematical models of language change, drawing parallels with biological evolution and applying insights from linguistics and population genetics to predict linguistic shifts.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Automatic Information and Language Processing: Rethinking Evaluation

0 rewiews
Explore groundbreaking insights on evaluating automatic information and language processing systems, challenging conventional approaches and proposing innovative methodologies.
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1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Engineering, Science and Scholarship in Linguistics - 2000

0 rewiews
Explore linguistic engineering and science divergences through Yoruba enclitics and Mawukakan compounds. Examine the role of traditional linguistic scholarship in modern language studies.
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1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Modeling Preferences in Language Contact

0 rewiews
Explore language contact dynamics through mathematical modeling, focusing on preference-based interactions and their impact on linguistic evolution.
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1 Lesons
22 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Master Thesis - Asymmetric Language Shift in Bilingual Communities

0 rewiews
Explore asymmetric language shift dynamics in bilingual communities through advanced modeling and analysis techniques.
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1 Lesons
20 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Poetry, Drumming and Mathematics

0 rewiews
Explore connections between poetry, drumming, and mathematics with Fields Medalist Manjul Bhargava. Discover surprising links between these seemingly disparate disciplines.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

The Linear Algebra of Large Language Models

0 rewiews
Explorez les fondements mathématiques des modèles de langage à grande échelle et leur lien avec l'algèbre linéaire avancée.
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1 Lesons
30 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Decoding the Brain to Help Build Machines - 2017

0 rewiews
Explore groundbreaking research on the vision-language-motor interface in the human brain and its application to computer systems, including object tracking, robot navigation, and game-playing.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Fission

Alternatives to Modern Programming Languages - Causal Islands Podcast Episode 3

0 rewiews
Explore the creation of Arabic and Cree programming languages with experts, discussing challenges, cultural implications, and innovative approaches to non-Latin alphabet-based coding.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Mission: Impossible - Testing Language Models on Unnatural Grammar Rules

0 rewiews
Explore groundbreaking research challenging assumptions about language models' ability to learn impossible languages through systematic experiments with synthetic language variations and GPT-2.
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1 Lesons
58 minutes
On-Demand
Free-Video
Big Data Demystified

Natural Language Processing Breakthroughs in Hebrew and Arabic Linguistics

0 rewiews
Discover groundbreaking linguistic annotation techniques for Hebrew and Arabic NLP, exploring morphology, syntax, and dialectical variations through comprehensive datasets and innovative pipelines.
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1 Lesons
56 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Between Promise and Reality - Navigating the Landscape of Indic Language LLMs Amidst Hyperbole and Hope

0 rewiews
Explore the current state, challenges, and real-world implications of Indic language LLMs, separating ambitious claims from actual achievements in linguistic AI development.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Discover AI

Phase Transitions in Dot-Product Attention Layer Learning - New AI Discovery

0 rewiews
Explore groundbreaking research on phase transitions in LLM attention mechanisms, revealing key insights into semantic learning and potential breakthroughs in AI model efficiency.
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3 Lesons
12 minutes
On-Demand
Free-Video
UofU Data Science

Tokenization and Morphology in Natural Language Processing

0 rewiews
Master essential text processing concepts through tokenization and morphology analysis, exploring fundamental techniques for breaking down and understanding linguistic structures.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Multilingual Large Language Models - Advances in Generative AI

0 rewiews
Explore the latest developments in multilingual large language models, their capabilities, challenges, and future potential in the evolving landscape of generative AI.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
UofU Data Science

Language Modeling - Fundamentals and Applications

0 rewiews
Master the fundamentals of language modeling, exploring statistical and neural approaches, probability distributions, and practical applications in natural language processing.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
UofU Data Science

Vector Semantics and Word Embeddings in Data Science

0 rewiews
Dive into the mathematical foundations of vector semantics and word embeddings, exploring how words are represented as numerical vectors for natural language processing applications.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Coreference Resolution in Natural Language Processing

0 rewiews
Master the fundamentals of coreference resolution in natural language processing, exploring key concepts, algorithms, and practical applications for improving text understanding and analysis.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Semantic Parsing and Semantic Role Labeling

0 rewiews
Master semantic parsing and Semantic Role Labeling (SRL) techniques to understand natural language structure, relationships between predicates and arguments, and core principles of computational linguistics.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
UofU Data Science

Introduction to Dependency Parsing in Natural Language Processing

0 rewiews
Master natural language processing techniques through dependency parsing, exploring syntactic relationships and grammatical structures in computational linguistics.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
UofU Data Science

Constituency Parsing in Natural Language Processing

0 rewiews
Master constituency parsing techniques and tree structures for analyzing syntactic relationships in natural language processing, focusing on hierarchical sentence decomposition.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
GAIA

GPT-SW3: The First Large Generative Language Model for Nordic Languages

0 rewiews
Explore the development and applications of GPT-SW3, the pioneering large generative language model for Swedish, with insights on data challenges and future directions.
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13 Lesons
29 minutes
On-Demand
Free-Video
Keith Galli

Complete Natural Language Processing Tutorial in Python

0 rewiews
Comprehensive Python tutorial covering NLP fundamentals, techniques, and state-of-the-art models. Includes practical examples using popular libraries and hands-on implementation of advanced concepts.
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21 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Graham Neubig

Multilingual NLP 2022 - Language Contact and Change

0 rewiews
Explore language change, contact, and crosslingual similarities. Learn about loanwords, cognates, and computational models for transliteration and lexicon induction.
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20 Lesons
32 minutes
On-Demand
Free-Video
Graham Neubig

CMU Multilingual NLP: Language Contact and Similarity Across Languages

0 rewiews
Explore computational models of language contact, lexical borrowing, and cross-lingual similarities in this multilingual NLP lecture on language evolution and interaction.
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19 Lesons
30 minutes
On-Demand
Free-Video
Graham Neubig

CMU Multilingual NLP - Syntax and Parsing

0 rewiews
Explore syntax, dependency parsing, and linguistic discovery with AutoLex. Learn about major word orders, parsing models, and tools for multilingual NLP research and applications.
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22 Lesons
1 hour
On-Demand
Free-Video
Graham Neubig

CMU Multilingual NLP 2022 - Words, Parts of Speech, Morphology

0 rewiews
Explore words, parts of speech, and morphology in multilingual NLP, covering linguistic concepts, UD Treebank annotations, and morphological analysis techniques.
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17 Lesons
34 minutes
On-Demand
Free-Video
Complexity Explorer

Arriving at an Understanding of Computational Linguistics' Virtues - Lecture 1

0 rewiews
Explore computational linguistics' virtues in humanities research. Learn text analysis methods, content extraction, and meaning derivation from digital sources to enhance humanities scholarship.
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7 Lesons
22 minutes
On-Demand
Free-Video
Alan Turing Institute

Language Learning in Humans and Machines - Making Connections to Make Progress

0 rewiews
Exploring connections between human and machine language learning to develop better computational methods for understanding and processing diverse languages.
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35 Lesons
46 minutes
On-Demand
Free-Video
Alan Turing Institute

Computational Semantics Evaluation - The Origins of Senseval and Evolution of SemEval

0 rewiews
Explore the evolution of computational semantics evaluation, from Senseval's origins in word sense disambiguation to SemEval's diverse tasks. Learn about key challenges, benefits, and future considerations in semantic analysis.
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21 Lesons
56 minutes
On-Demand
Free-Video
Open Data Science

Introduction to NLP and Topic Modeling

0 rewiews
Explore NLP basics, advanced techniques like word vectors, and topic modeling. Learn pre-processing, tools, and methodologies to start NLP modeling and understand topic analysis.
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17 Lesons
30 minutes
On-Demand
Free-Video
MITCBMM

Boundary Conditions for Language in Biological and Artificial Neural Systems

0 rewiews
Explore computational requirements for language processing in neural systems, focusing on hierarchical structures, neural oscillations, and integrating linguistic insights with neural computation principles.
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18 Lesons
54 minutes
On-Demand
Free-Video
BasisTech

Emotion Detection in Text: Latest Developments and Challenges

0 rewiews
Explore latest developments in emotion detection from text, covering techniques, datasets, and challenges in building production-level systems for enhanced NLP applications.
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10 Lesons
33 minutes
On-Demand
Free-Video
Krish Naik

Complete Natural Language Processing Machine Learning Tutorial

0 rewiews
Comprehensive NLP tutorial covering tokenization, preprocessing, encoding, and word embeddings. Practical implementations and in-depth explanations for beginners and intermediate learners.
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11 Lesons
3 hours 53 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

A Design Space for Intelligent and Interactive Writing Assistants

0 rewiews
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.
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1 Lesons
15 minutes
On-Demand
Free-Video
IMSA

Mathematical Structure Computed by Large Language Models

0 rewiews
Exploring a mathematical framework for large language models, proposing structures that underpin their computational processes and linguistic capabilities.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Devoxx

NLP à la Suisse by Andrea Mocci and Jesper Findahl

0 rewiews
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.
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1 Lesons
45 minutes
On-Demand
Free-Video
Wolfram

What Is ChatGPT Doing and Why Does It Work? - Episode 6

0 rewiews
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.
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10 Lesons
18 minutes
On-Demand
Free-Video
Wolfram

What Is ChatGPT Doing? Understanding Large Language Models - Episode 2

0 rewiews
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.
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8 Lesons
20 minutes
On-Demand
Free-Video
Wolfram

Analyzing GPT-2's Brain Development

0 rewiews
Explore GPT-2's inner workings through token manipulation, node analysis, and temperature adjustments to gain insights into its structure and functioning.
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8 Lesons
27 minutes
On-Demand
Free-Video
Wolfram

Analyzing Ancient Greek Syntax

0 rewiews
Explore ancient Greek syntax analysis through computational methods, developing functions for parts of speech, verb endings, and noun categories.
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12 Lesons
26 minutes
On-Demand
Free-Video
Wolfram

Analyzing the Temperature-Varied Syntactic Structures of GPT 3.5

0 rewiews
Explore how temperature affects grammatical structures in AI-generated text, applying graph theory to language and comparing human vs. machine writing.
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1 Lesons
29 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Modeling Human Communication Dynamics - 2016

0 rewiews
Explore computational models for analyzing and predicting human communication behaviors, with applications in healthcare, education, business, and social media.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Parsing the Web: Large-Scale Syntactic Processing - 2009 Workshop Closing Presentation

0 rewiews
Explore large-scale syntactic processing techniques for parsing web content in this comprehensive workshop presentation from CLSP at Johns Hopkins University.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Low-Pass Semantics with a Bit of Discourse - November 2013

0 rewiews
Explore advances in natural language processing and the challenge of creating systems that understand text, with insights on leveraging distributional regularities for effective analysis.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Behavioral, Neuroscience, and Computational Methods in the Study of Human Speech

0 rewiews
Explore modality-specific speech processing through behavioral, brain imaging, and computational methods. Discover evidence challenging conventional theories of abstract linguistic encoding in speech perception.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Context-Sensitivity and Stochastic Unification-Based Grammars - 2000

0 rewiews
Explore context-sensitive interactions in probabilistic grammars, log-linear models, and stochastic unification-based grammars with implications for optimality theory.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

A Hyperparameter Optimization Toolkit for Neural Machine Translation Research

0 rewiews
Explore a toolkit for optimizing hyperparameters in neural machine translation research, enhancing efficiency and performance in NMT model development.
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1 Lesons
11 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Multilingual Speech to Speech Translation for Under-Resourced Languages

0 rewiews
Explore cutting-edge AI techniques for seamless multilingual communication, focusing on under-resourced languages through multi-modal and transfer learning approaches.
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1 Lesons
3 hours 7 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Multilingual Speech-to-Speech Translation for Under-Resourced Languages

0 rewiews
Explore multilingual speech-to-speech translation techniques for under-resourced languages, focusing on encoding, decoding, and analysis strategies.
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7 Lesons
28 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Introduction to Arabic Natural Language Processing - Part 1

0 rewiews
Explore Arabic NLP fundamentals, covering linguistic challenges and computational approaches for processing the Arabic language.
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1 Lesons
39 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Language Engineering for Students and Professionals - Integrating Research and Education

0 rewiews
Explore language engineering integration in research and education at CLSP's Workshop'99. Gain insights into bridging academic and professional perspectives in the field.
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1 Lesons
55 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Computational Methods to Analyze Lexical Semantic Change and Variation from Historical Texts

0 rewiews
Explore computational techniques for analyzing lexical semantic evolution in historical texts, uncovering linguistic patterns and variations over time.
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1 Lesons
55 minutes
On-Demand
Free-Video
Labroots

Challenges and Opportunities of Artificial Intelligence in Neuroscience

0 rewiews
Explore AI's impact on neuroscience with experts discussing challenges, opportunities, and explainability. Gain insights into the intersection of artificial and natural intelligence.
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1 Lesons
56 minutes
On-Demand
Free-Video
Simons Institute

Interpreting Emergent Communication in Nonhuman Species

0 rewiews
Explore techniques for decoding and interpreting emergent communication patterns in non-human species, with insights from cutting-edge research and AI applications.
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1 Lesons
49 minutes
On-Demand
Free-Video
Simons Institute

Linguistic Interaction in Humans and Machines - Understanding Higher-Level Intelligence

0 rewiews
Exploring methods from cognitive science to study ML models and human cognition, focusing on language-based projects that analyze adaptation and generalization in linguistic interactions.
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1 Lesons
51 minutes
On-Demand
Free-Video
TED

The Giant Leaps in Language Technology - And Who's Left Behind

0 rewiews
Explore the impact of language technology on global communication and the importance of inclusive systems for low-resource languages. Discover how bridging linguistic gaps can shape a more equitable digital future.
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1 Lesons
16 minutes
On-Demand
Free-Video
TED

Computing a Rosetta Stone for the Indus Script

0 rewiews
Discover how modern computational techniques are being used to decipher the 4000-year-old Indus script, unlocking secrets of an ancient civilization in this fascinating TED talk by Rajesh Rao.
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1 Lesons
17 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

Coreference Resolution with spaCy and spaCy-Experimental

0 rewiews
Master coreference resolution in Python using spaCy-Experimental - implement advanced natural language processing techniques to track and link entity mentions across text.
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1 Lesons
12 minutes
On-Demand
Free-Video
Shaw Talebi

Text Embeddings, Classification, and Semantic Search with Python Code

0 rewiews
Explore text embeddings for classification and semantic search with Python. Learn to transform text into computable vectors for powerful NLP applications.
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7 Lesons
25 minutes
On-Demand
Free-Video
MLOps.community

Linguistically-Informed LLMs Perform Better

0 rewiews
Explore how linguistics enhances LLM performance and shapes future improvements in AI language models.
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1 Lesons
20 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Information Retrieval in the Era of Large Language Models

0 rewiews
Explore how large language models are transforming information retrieval systems, with focus on event detection, clinical data extraction, and social media analysis for epidemic prediction.
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1 Lesons
35 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Using Semantics to Help Learn Phonetic Categories

0 rewiews
Discover how semantics can enhance phonetic category learning through computational models and linguistic analysis in this research-focused exploration of language acquisition.
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1 Lesons
51 minutes
On-Demand
Free-Video
ACM SIGPLAN

Trustworthy Formal Natural Language Specifications

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Explore a novel approach to translating natural language specifications into formal claims within proof assistants, enhancing software verification and bridging the gap between informal and formal specifications.
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1 Lesons
30 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Do Androids Know They're Only Dreaming of Electric Sheep?

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Explore transformer language models' internal representations to detect and analyze hallucinatory behavior in AI-generated content, with insights on task-dependent patterns and evaluation methods.
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1 Lesons
59 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

The Ins and Outs of Preposition Semantics - 2017

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Explore preposition semantics, their crucial role in linking meaning, and challenges in comprehensive annotation and cross-linguistic analysis. Gain insights into ongoing research and corpus development.
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1 Lesons
58 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Learning Constraint-Based Grammars from Representative Data - 2008

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Explore constraint-based grammars for natural language processing, integrating syntax, semantics, and learning. Discover a new grammar formalism for deep language understanding and its applications in knowledge acquisition.
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28 Lesons
56 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Low-resource Morphological Generation with Neural Sequence-to-Sequence Models

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Explore neural sequence-to-sequence approaches for morphological generation in low-resource languages, including multi-task learning, cross-lingual transfer, and semi-supervised techniques.
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1 Lesons
47 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Towards Large-Scale Natural Language Inference with Distributional Semantics

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Explore natural language inference using distributional semantics, covering summarization, semantic models, and knowledge induction for advanced text analysis.
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23 Lesons
50 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Automatic Detection and Monitoring of Parkinson's Disease from Language and Speech

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Explore cutting-edge techniques for detecting and monitoring Parkinson's disease through speech and language analysis, presented by PhD student Anna Favaro from Johns Hopkins University.
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1 Lesons
31 minutes
On-Demand
Free-Video