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List of works by Christopher D. Manning

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

scientific article published in 2016

A large annotated corpus for learning natural language inference ⬇️

scholarly article

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

scientific article published on January 2005

Advances in natural language processing

scientific article published on July 2015

Argument Structure, Valence, and Binding

scientific article

Better Word Representations with Recursive Neural Networks for Morphology ⬇️

scientific article published in August 2013

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

scientific article published on 9 June 2022

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

scientific article published on 01 August 2021

Combining joint models for biomedical event extraction

scientific article

Convolutional-Recursive Deep Learning for 3D Object Classification ⬇️

scientific article published in January 2012

Deep Biaffine Attention for Neural Dependency Parsing ⬇️

scientific article published on 10 March 2017

Differentiating language usage through topic models

Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection ⬇️

scientific article published in January 2011

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

scholarly article published in March 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

scholarly article published in May 2016

Exploring the boundaries: gene and protein identification in biomedical text

scientific article published on 24 May 2005

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

scientific article published in January 2003

Foundations of Statistical Natural Language Processing

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

scientific article published on 10 May 2019

Generating Typed Dependency Parses from Phrase Structure Parses ⬇️

scholarly article

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

scientific article published on 25 April 2017

GloVe: Global Vectors for Word Representation ⬇️

scholarly article instroducing GloVe

Global Belief Recursive Neural Networks ⬇️

scientific article published in January 2014

Handwritten Code Recognition for Pen-and-Paper CS Education

scientific article published on 15 July 2024

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

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

scientific article published on 30 May 2015

Improving Word Representations via Global Context and Multiple Word Prototypes ⬇️

scientific article published in July 2012

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

scientific article

Introduction to Information Retrieval

book edition from 2008

Learning Distributed Representations for Structured Output Prediction ⬇️

scientific article published in January 2014

Learning by Abstraction: The Neural State Machine ⬇️

Leveraging Linguistic Structure For Open Domain Information Extraction

scientific article published in 2015

Log-Linear Models for Label Ranking ⬇️

scientific article published in January 2004

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

Memory-Based Model Editing at Scale ⬇️

scientific article published on 13 June 2022

Multi-word expressions in textual inference

Natural Language Grammar Induction Using a Constituent-Context Model ⬇️

scientific article published in January 2002

On-the-Job Learning with Bayesian Decision Theory ⬇️

Position-aware Attention and Supervised Data Improve Slot Filling

Probabilistic models of language processing and acquisition

scientific article published on 19 June 2006

Reasoning With Neural Tensor Networks for Knowledge Base Completion ⬇️

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank ⬇️

scientific article (publication date: 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 ⬇️

scientific article published in January 2014

Stanford typed dependencies manual ⬇️

manual describing the original Stanford Dependencies representation

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

scientific article published in 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

scientific article published in 2021

Universal Dependency Parsing from Scratch ⬇️

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

conference article from Proceedings of ACL-08: HLT

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

scientific article (publication date: 7 August 2009)

Zero-Shot Learning Through Cross-Modal Transfer ⬇️

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