← Authors

Christopher D. Manning

155 papers · 2000–2024 · 13 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (17) 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (24) 🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (20) 🏠 Conference Loyalist (43) 🧬 Topic Evolution 🀝 Dynamic Duo (15) πŸ‘₯ Mega-Team (62) 🌱 Topic Pioneer πŸ† Keyword Champion ⚑ Prolific Year (10) πŸ”₯ Unstoppable (15) πŸ—ƒοΈ Keyword Collector (268) πŸ“ˆ Trend Setter πŸ’Ž Century Club (155) ❓ The Questioner (6) πŸš€ Conference Pioneer

Conferences

ACL (45) EMNLP (43) NAACL (17) CONLL (15) NIPS (15) IJCNLP (10) COLING (3) ICLR (2) AAAI (1) CVPR (1) EACL (1) MLHC (1) SEMEVAL (1)

Top co-authors

Richard Socher (15) Percy Liang (10) Peng Qi (9) Gabor Angeli (9) Christopher Potts (9) Kevin Clark (9) Mengqiu Wang (9) Michel Galley (9) Yuhao Zhang (8) Dan Jurafsky (8)

Research topics

Education (1)

Keywords

dependency parsing (7) universal dependencies (6) representation learning (6) named entity recognition (4) information extraction (4) syntactic parsing (4) language model (3) question generation (3) multi-hop reasoning (3) large language model (3) part-of-speech tagging (3) question answering (3) knowledge graph (3) neural network (3) transfer learning (3) self-supervised learning (3) image classification (2) semantic parsing (2) multi-task learning (2) zero-shot learning (2)

Papers

ReFT: Representation Finetuning for Language Models NIPS 2024
MSCAW-coref: Multilingual, Singleton and Conjunction-Aware Word-Level Coreference Resolution EMNLP 2024
MoEUT: Mixture-of-Experts Universal Transformers NIPS 2024
Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection EACL 2023
An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement NIPS 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model NIPS 2023
Multilingual self-supervised speech representations improve the speech recognition of low-resource African languages with codeswitching EMNLP 2023
Deep Bidirectional Language-Knowledge Graph Pretraining NIPS 2022
Contrastive Learning of Medical Visual Representations from Paired Images and Text MLHC 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NIPS 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems AAAI 2022
[RETRACTED] Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation ACL 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports ACL 2020
Finding Universal Grammatical Relations in Multilingual BERT ACL 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages ACL 2020
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators ICLR 2020
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations EMNLP 2020
RNNs can generate bounded hierarchical languages with optimal memory EMNLP 2020
SLM: Learning a Discourse Language Representation with Sentence Unshuffling EMNLP 2020
Pre-Training Transformers as Energy-Based Cloze Models EMNLP 2020
The EOS Decision and Length Extrapolation EMNLP 2020
What Does BERT Look at? An Analysis of BERT’s Attention ACL 2019
A Structural Probe for Finding Syntax in Word Representations NAACL 2019
Answering Complex Open-domain Questions Through Iterative Query Generation IJCNLP 2019
Learning by Abstraction: The Neural State Machine NIPS 2019
Answering Complex Open-domain Questions Through Iterative Query Generation EMNLP 2019
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering CVPR 2019
Do Massively Pretrained Language Models Make Better Storytellers? CONLL 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding ACL 2019
Universal Dependency Parsing from Scratch CONLL 2018
Simpler but More Accurate Semantic Dependency Parsing ACL 2018
Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts EMNLP 2018
Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction EMNLP 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering EMNLP 2018
Learning to Summarize Radiology Findings EMNLP 2018
Compositional Attention Networks for Machine Reasoning ICLR 2018
Sentences with Gapping: Parsing and Reconstructing Elided Predicates NAACL 2018
Naturalizing a Programming Language via Interactive Learning ACL 2017
Position-aware Attention and Supervised Data Improve Slot Filling EMNLP 2017
Importance sampling for unbiased on-demand evaluation of knowledge base population EMNLP 2017
Stanford’s Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task CONLL 2017
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies CONLL 2017
Arc-swift: A Novel Transition System for Dependency Parsing ACL 2017
Get To The Point: Summarization with Pointer-Generator Networks ACL 2017
Improving Coreference Resolution by Learning Entity-Level Distributed Representations ACL 2016
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models ACL 2016
A Fast Unified Model for Parsing and Sentence Understanding ACL 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task ACL 2016
Learning Language Games through Interaction ACL 2016
Neural Machine Translation ACL 2016
Compression of Neural Machine Translation Models via Pruning CONLL 2016
Deep Reinforcement Learning for Mention-Ranking Coreference Models EMNLP 2016
Combining Natural Logic and Shallow Reasoning for Question Answering ACL 2016
Text to 3D Scene Generation with Rich Lexical Grounding ACL 2015
Leveraging Linguistic Structure For Open Domain Information Extraction ACL 2015
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing ACL 2015
A large annotated corpus for learning natural language inference EMNLP 2015
Effective Approaches to Attention-based Neural Machine Translation EMNLP 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks ACL 2015
Distributed Representations of Words to Guide Bootstrapped Entity Classifiers NAACL 2015
On-the-Job Learning with Bayesian Decision Theory NIPS 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks IJCNLP 2015
Entity-Centric Coreference Resolution with Model Stacking IJCNLP 2015
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing IJCNLP 2015
Leveraging Linguistic Structure For Open Domain Information Extraction IJCNLP 2015
Text to 3D Scene Generation with Rich Lexical Grounding IJCNLP 2015
Deep Neural Language Models for Machine Translation CONLL 2015
Entity-Centric Coreference Resolution with Model Stacking ACL 2015
Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition ACL 2014
Faster Phrase-Based Decoding by Refining Feature State ACL 2014
Robust Logistic Regression using Shift Parameters ACL 2014
Modeling Biological Processes for Reading Comprehension EMNLP 2014
Learning Distributed Representations for Structured Output Prediction NIPS 2014
Global Belief Recursive Neural Networks NIPS 2014
Simple MAP Inference via Low-Rank Relaxations NIPS 2014
Word Segmentation of Informal Arabic with Domain Adaptation ACL 2014
Learning Spatial Knowledge for Text to 3D Scene Generation EMNLP 2014
Combining Distant and Partial Supervision for Relation Extraction EMNLP 2014
Human Effort and Machine Learnability in Computer Aided Translation EMNLP 2014
NaturalLI: Natural Logic Inference for Common Sense Reasoning EMNLP 2014
SUTime: Evaluation in TempEval-3 SEMEVAL 2013
Zero-Shot Learning Through Cross-Modal Transfer NIPS 2013
Deep Learning for NLP (without Magic) NAACL 2013
Named Entity Recognition with Bilingual Constraints NAACL 2013
Feature Noising for Log-Linear Structured Prediction EMNLP 2013
Learning a Product of Experts with Elitist Lasso IJCNLP 2013
Effect of Non-linear Deep Architecture in Sequence Labeling IJCNLP 2013
Learning Biological Processes with Global Constraints EMNLP 2013
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank EMNLP 2013
Bilingual Word Embeddings for Phrase-Based Machine Translation EMNLP 2013
Fast and Adaptive Online Training of Feature-Rich Translation Models ACL 2013
Parsing with Compositional Vector Grammars ACL 2013
Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition ACL 2013
Reasoning With Neural Tensor Networks for Knowledge Base Completion NIPS 2013
Semantic Compositionality through Recursive Matrix-Vector Spaces EMNLP 2012
Multi-instance Multi-label Learning for Relation Extraction CONLL 2012
Learning Constraints for Consistent Timeline Extraction CONLL 2012
Probabilistic Finite State Machines for Regression-based MT Evaluation CONLL 2012
Semantic Compositionality through Recursive Matrix-Vector Spaces CONLL 2012
Multi-instance Multi-label Learning for Relation Extraction EMNLP 2012
Learning Constraints for Consistent Timeline Extraction EMNLP 2012
Probabilistic Finite State Machines for Regression-based MT Evaluation EMNLP 2012
Entity Clustering Across Languages NAACL 2012
Convolutional-Recursive Deep Learning for 3D Object Classification NIPS 2012
Deep Learning for NLP (without Magic) ACL 2012
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions EMNLP 2011
Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French EMNLP 2011
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NIPS 2011
Subword Variation in Text Message Classification NAACL 2010
Viterbi Training Improves Unsupervised Dependency Parsing CONLL 2010
β€œWas It Good? It Was Provocative.” Learning the Meaning of Scalar Adjectives ACL 2010
Better Arabic Parsing: Baselines, Evaluations, and Analysis COLING 2010
Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features NAACL 2010
Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data ACL 2010
Improved Models of Distortion Cost for Statistical Machine Translation NAACL 2010
Accurate Non-Hierarchical Phrase-Based Translation NAACL 2010
Ensemble Models for Dependency Parsing: Cheap and Good? NAACL 2010
The Best Lexical Metric for Phrase-Based Statistical MT System Optimization NAACL 2010
Robust Machine Translation Evaluation with Entailment Features IJCNLP 2009
Hierarchical Bayesian Domain Adaptation NAACL 2009
Joint Parsing and Named Entity Recognition NAACL 2009
Nested Named Entity Recognition EMNLP 2009
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora EMNLP 2009
Robust Machine Translation Evaluation with Entailment Features ACL 2009
Quadratic-Time Dependency Parsing for Machine Translation ACL 2009
Quadratic-Time Dependency Parsing for Machine Translation IJCNLP 2009
Efficient, Feature-based, Conditional Random Field Parsing ACL 2008
A Simple and Effective Hierarchical Phrase Reordering Model EMNLP 2008
A Phrase-Based Alignment Model for Natural Language Inference EMNLP 2008
Legal Docket Classification: Where Machine Learning Stumbles EMNLP 2008
Studying the History of Ideas Using Topic Models EMNLP 2008
Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates ACL 2008
Modeling Semantic Containment and Exclusion in Natural Language Inference COLING 2008
Finding Contradictions in Text ACL 2008
Enforcing Transitivity in Coreference Resolution ACL 2008
The Infinite Tree ACL 2007
An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition COLING 2006
Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines EMNLP 2006
An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition ACL 2006
Unsupervised Discovery of a Statistical Verb Lexicon EMNLP 2006
Learning to recognize features of valid textual entailments NAACL 2006
Language Learning: Beyond Thunderdome CONLL 2004
Accurate Unlexicalized Parsing ACL 2003
Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network NAACL 2003
Named Entity Recognition with Character-Level Models CONLL 2003
A* Parsing: Fast Exact Viterbi Parse Selection NAACL 2003
Is it Harder to Parse Chinese, or the Chinese Treebank? ACL 2003
Feature Selection for a Rich HPSG Grammar Using Decision Trees CONLL 2002
A Generative Constituent-Context Model for Improved Grammar Induction ACL 2002
Conditional Structure versus Conditional Estimation in NLP Models EMNLP 2002
Distributional phrase structure induction CONLL 2001
Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank ACL 2001
Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger EMNLP 2000
Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger ACL 2000