Lista de obras - Christopher Manning - Dominio Público Uruguay

A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task

artículo científico publicado en 2016

A large annotated corpus for learning natural language inference ⬇️

artículo científico publicado en 2015

A parsing: fast exact Viterbi parse selection

A system for identifying named entities in biomedical text: how results from two evaluations reflect on both the system and the evaluations

artículo científico publicado en 2005

Advances in natural language processing

artículo científico

Argument Structure, Valence, and Binding

artículo científico publicado en 1998

Better Word Representations with Recursive Neural Networks for Morphology ⬇️

artículo científico publicado en 2013

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models ⬇️

artículo científico publicado en 2022

Biomedical and clinical English model packages for the Stanza Python NLP library

artículo científico publicado en 2021

Combining joint models for biomedical event extraction

artículo científico publicado en 2012

Convolutional-Recursive Deep Learning for 3D Object Classification ⬇️

artículo científico publicado en 2012

Deep Biaffine Attention for Neural Dependency Parsing ⬇️

artículo científico publicado en 2017

Differentiating language usage through topic models

Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection ⬇️

artículo científico publicado en 2011

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators ⬇️

artículo científico publicado en 2020

Effective Approaches to Attention-based Neural Machine Translation ⬇️

scholarly article

Emergent linguistic structure in artificial neural networks trained by self-supervision

scientific article published on 03 June 2020

Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding Tasks

artículo científico publicado en 2016

Exploring the boundaries: gene and protein identification in biomedical text

artículo científico publicado en 2005

Fast Exact Inference with a Factored Model for Natural Language Parsing ⬇️

artículo científico publicado en 2003

Foundations of Statistical Natural Language Processing

GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering ⬇️

artículo científico publicado en 2019

Generating Typed Dependency Parses from Phrase Structure Parses ⬇️

scholarly article

Get To The Point: Summarization with Pointer-Generator Networks ⬇️

artículo científico publicado en 2017

GloVe: Global Vectors for Word Representation ⬇️

scholarly article instroducing GloVe

Global Belief Recursive Neural Networks ⬇️

artículo científico publicado en 2014

Handwritten Code Recognition for Pen-and-Paper CS Education

artículo científico publicado en 2024

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering ⬇️

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks ⬇️

artículo científico publicado en 2015

Improving Word Representations via Global Context and Multiple Word Prototypes ⬇️

artículo científico publicado en 2012

Induced lexico-syntactic patterns improve information extraction from online medical forums

artículo científico publicado en 2014

Introduction to Information Retrieval

book edition from 2008

Learning Distributed Representations for Structured Output Prediction ⬇️

artículo científico publicado en 2014

Learning by Abstraction: The Neural State Machine ⬇️

Leveraging Linguistic Structure For Open Domain Information Extraction

artículo científico publicado en 2015

Log-Linear Models for Label Ranking ⬇️

artículo científico publicado en 2004

Measuring machine translation quality as semantic equivalence: A metric based on entailment features

Memory-Based Model Editing at Scale ⬇️

artículo científico publicado en 2022

Multi-word expressions in textual inference

Natural Language Grammar Induction Using a Constituent-Context Model ⬇️

artículo científico publicado en 2002

NaturalLI: Natural Logic Inference for Common Sense Reasoning

On-the-Job Learning with Bayesian Decision Theory ⬇️

Position-aware Attention and Supervised Data Improve Slot Filling

Probabilistic models of language processing and acquisition

artículo científico publicado en 2006

Reasoning With Neural Tensor Networks for Knowledge Base Completion ⬇️

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank ⬇️

artículo científico publicado en 2013

Robust machine translation evaluation with entailment features

Scoring, term weighting, and the vector space model

article

Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models

scientific article published on 29 August 2023

Semi-supervised recursive autoencoders for predicting sentiment distributions

Simple MAP Inference via Low-Rank Relaxations ⬇️

artículo científico publicado en 2014

Stanford typed dependencies manual ⬇️

manual describing the original Stanford Dependencies representation

Stanford’s 2013 KBP System ⬇️

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages

artículo científico publicado en 2020

Textual entailment features for machine translation evaluation

The Stanford CoreNLP Natural Language Processing Toolkit

article

The Stanford typed dependencies representation

2008 scholarly article

Universal Dependencies

artículo científico publicado en 2021

Universal Dependency Parsing from Scratch ⬇️

Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates ⬇️

artículo científico publicado en 2008

Which words are hard to recognize? Prosodic, lexical, and disfluency factors that increase speech recognition error rates

scholarly article by Sharon Goldwater et al published March 2010 in Speech Communication

WikiWalk: random walks on Wikipedia for semantic relatedness

artículo científico publicado en 2009

Lista de obras de Christopher Manning

A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task

A large annotated corpus for learning natural language inference ⬇️

A parsing: fast exact Viterbi parse selection

A system for identifying named entities in biomedical text: how results from two evaluations reflect on both the system and the evaluations

Advances in natural language processing

Argument Structure, Valence, and Binding

Better Word Representations with Recursive Neural Networks for Morphology ⬇️

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models ⬇️

Biomedical and clinical English model packages for the Stanza Python NLP library

Combining joint models for biomedical event extraction

Convolutional-Recursive Deep Learning for 3D Object Classification ⬇️

Deep Biaffine Attention for Neural Dependency Parsing ⬇️

Differentiating language usage through topic models

Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection ⬇️

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators ⬇️

Effective Approaches to Attention-based Neural Machine Translation ⬇️

Emergent linguistic structure in artificial neural networks trained by self-supervision

Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding Tasks

Exploring the boundaries: gene and protein identification in biomedical text

Fast Exact Inference with a Factored Model for Natural Language Parsing ⬇️

Foundations of Statistical Natural Language Processing

GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering ⬇️

Generating Typed Dependency Parses from Phrase Structure Parses ⬇️

Get To The Point: Summarization with Pointer-Generator Networks ⬇️

GloVe: Global Vectors for Word Representation ⬇️

Global Belief Recursive Neural Networks ⬇️

Handwritten Code Recognition for Pen-and-Paper CS Education

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering ⬇️

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks ⬇️

Improving Word Representations via Global Context and Multiple Word Prototypes ⬇️

Induced lexico-syntactic patterns improve information extraction from online medical forums

Introduction to Information Retrieval

Learning Distributed Representations for Structured Output Prediction ⬇️

Learning by Abstraction: The Neural State Machine ⬇️

Leveraging Linguistic Structure For Open Domain Information Extraction

Log-Linear Models for Label Ranking ⬇️

Measuring machine translation quality as semantic equivalence: A metric based on entailment features

Memory-Based Model Editing at Scale ⬇️

Multi-word expressions in textual inference

Natural Language Grammar Induction Using a Constituent-Context Model ⬇️

NaturalLI: Natural Logic Inference for Common Sense Reasoning

On-the-Job Learning with Bayesian Decision Theory ⬇️

Position-aware Attention and Supervised Data Improve Slot Filling

Probabilistic models of language processing and acquisition

Reasoning With Neural Tensor Networks for Knowledge Base Completion ⬇️

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank ⬇️

Robust machine translation evaluation with entailment features

Scoring, term weighting, and the vector space model

Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models

Semi-supervised recursive autoencoders for predicting sentiment distributions

Simple MAP Inference via Low-Rank Relaxations ⬇️

Stanford typed dependencies manual ⬇️

Stanford’s 2013 KBP System ⬇️

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages

Textual entailment features for machine translation evaluation

The Stanford CoreNLP Natural Language Processing Toolkit

The Stanford typed dependencies representation

Universal Dependencies

Universal Dependency Parsing from Scratch ⬇️

Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates ⬇️

Which words are hard to recognize? Prosodic, lexical, and disfluency factors that increase speech recognition error rates

WikiWalk: random walks on Wikipedia for semantic relatedness

Zero-Shot Learning Through Cross-Modal Transfer ⬇️