Канал: Natalie Parde

Evaluating Annotation Quality

Evaluating Annotation Quality

Collecting Annotations

Collecting Annotations

Developing Annotation Schemata

Developing Annotation Schemata

Determining Dataset Specifications

Determining Dataset Specifications

Modeling the Problem

Modeling the Problem

Global Coherence

Global Coherence

Entity Grid Model

Entity Grid Model

Centering Theory

Centering Theory

Discourse Parsing

Discourse Parsing

Penn Discourse Treebank

Penn Discourse Treebank

Rhetorical Structure Theory

Rhetorical Structure Theory

Winograd Schema Problems

Winograd Schema Problems

Neural Coreference Resolution Models

Neural Coreference Resolution Models

The Mention-Pair Architecture

The Mention-Pair Architecture

Coreference Tasks

Coreference Tasks

Overview of Coreference Resolution

Overview of Coreference Resolution

Affect Recognition

Affect Recognition

Supervised Learning of Word Sentiment

Supervised Learning of Word Sentiment

Creating Sentiment and Affect Lexicons

Creating Sentiment and Affect Lexicons

Selectional Restrictions

Selectional Restrictions

Semantic Roles

Semantic Roles

Semantic Role Labeling

Semantic Role Labeling

Overview of FrameNet

Overview of FrameNet

Word Sense Disambiguation

Word Sense Disambiguation

Overview of WordNet

Overview of WordNet

Description Logics

Description Logics

First-Order Logic

First-Order Logic

Model-Theoretic Semantics

Model-Theoretic Semantics

Components of Representational Systems

Components of Representational Systems

Graph-Based Dependency Parsing

Graph-Based Dependency Parsing

Transition-Based Dependency Parsing

Transition-Based Dependency Parsing

Dependency Relations

Dependency Relations

Probabilistic CCG Parsing

Probabilistic CCG Parsing

Probabilistic Lexicalized CFGs

Probabilistic Lexicalized CFGs

Probabilistic CKY Algorithm

Probabilistic CKY Algorithm

Partial Parsing

Partial Parsing

Earley Parsing

Earley Parsing

CKY Algorithm

CKY Algorithm

Top-Down and Bottom-Up Parsing

Top-Down and Bottom-Up Parsing

Statistical POS Tagging

Statistical POS Tagging

Context Free Grammars

Context Free Grammars

POS Tagsets

POS Tagsets

Neural Language Models

Neural Language Models

Combining Computational Units

Combining Computational Units

Activation Functions

Activation Functions

Building Blocks for Neural Networks

Building Blocks for Neural Networks

Feedforward Neural Network Basics

Feedforward Neural Network Basics

Other Word Embedding Types

Other Word Embedding Types

Word2Vec

Word2Vec

Cosine Similarity

Cosine Similarity

TF-IDF

TF-IDF

Basic Word Representations

Basic Word Representations

Conditional Random Fields

Conditional Random Fields

Gradient Descent

Gradient Descent

Cross-Entropy Loss

Cross-Entropy Loss

Basic Logistic Regression Classifier

Basic Logistic Regression Classifier

Multi-Label and Multinomial Classification

Multi-Label and Multinomial Classification

Evaluating Text Classification Models

Evaluating Text Classification Models

Naive Bayes as a Language Model

Naive Bayes as a Language Model

Training a Naive Bayes Classifier using BOW Features

Training a Naive Bayes Classifier using BOW Features

Introduction to Naive Bayes

Introduction to Naive Bayes

N-Gram Smoothing Techniques

N-Gram Smoothing Techniques

Evaluating Language Models

Evaluating Language Models

N-Grams and Maximum Likelihood Estimation

N-Grams and Maximum Likelihood Estimation

Viterbi Algorithm

Viterbi Algorithm

Forward Probabilities

Forward Probabilities

Hidden Markov Models

Hidden Markov Models

AI4TV 2020 Keynote

AI4TV 2020 Keynote

Edit Distance

Edit Distance

Text Tokenization

Text Tokenization

Finite State Transducers

Finite State Transducers

Finite State Automata

Finite State Automata

Regular Expressions

Regular Expressions

Dialogue Management

Dialogue Management

Frame-Based Dialogue Systems

Frame-Based Dialogue Systems

Corpus-Based Chatbots

Corpus-Based Chatbots

Rule-Based Chatbots

Rule-Based Chatbots

Properties of Human-Human Conversation

Properties of Human-Human Conversation