← Authors

Christopher Manning

64 papers · 2002–2024 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (22) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (87) 🏠 Conference Loyalist (26) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (5) ❓ The Questioner πŸ’Ž Century Club (64) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (185)

Conferences

EMNLP (26) ACL (15) CONLL (5) IJCNLP (5) NAACL (5) AISTATS (2) COLING (2) ICML (2) EACL (1) IJCAI (1)

Top co-authors

Kristina Toutanova (5) Shikhar Murty (5) Jenny Hong (4) Dan Klein (4) John Hewitt (4) Richard Socher (4) Aria Haghighi (3) Trond Grenager (3) Mihai Surdeanu (3) Sonal Gupta (3)

Keywords

question answering (5) text classification (4) language model (4) information extraction (4) pretrained language model (4) large language model (4) natural language inference (4) dialogue system (3) open-domain question answering (3) weakly supervised learning (3) few-shot learning (3) parole hearing (3) sample efficiency (2) topic model (2) active learning (2) document parsing (2) information retrieval (2) outlier detection (2) visual question answering (2) cross-lingual transfer (2)

Papers

pyvene: A Library for Understanding and Improving PyTorch Models via Interventions NAACL 2024
Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024
ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting IJCAI 2024
Pushdown Layers: Encoding Recursive Structure in Transformer Language Models EMNLP 2023
Do β€œEnglish” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
Backpack Language Models ACL 2023
Grokking of Hierarchical Structure in Vanilla Transformers ACL 2023
PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations ACL 2023
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions EMNLP 2023
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback EMNLP 2023
Meta-Learning Online Adaptation of Language Models EMNLP 2023
Machine Translation for Nko: Tools, Corpora, and Baseline Results EMNLP 2023
On Measuring the Intrinsic Few-Shot Hardness of Datasets EMNLP 2022
You Only Need One Model for Open-domain Question Answering EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022
Truncation Sampling as Language Model Desmoothing EMNLP 2022
Detecting Label Errors by Using Pre-Trained Language Models EMNLP 2022
Fixing Model Bugs with Natural Language Patches EMNLP 2022
Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021
DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference NAACL 2021
Human-like informative conversations: Better acknowledgements using conditional mutual information NAACL 2021
Challenges for Information Extraction from Dialogue in Criminal Law IJCNLP 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering IJCNLP 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering ACL 2021
Challenges for Information Extraction from Dialogue in Criminal Law ACL 2021
Learning from Limited Labels for Long Legal Dialogue EMNLP 2021
Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts EMNLP 2021
Conditional probing: measuring usable information beyond a baseline EMNLP 2021
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue EACL 2017
GloVe: Global Vectors for Word Representation EMNLP 2014
Improved Pattern Learning for Bootstrapped Entity Extraction CONLL 2014
The Stanford CoreNLP Natural Language Processing Toolkit ACL 2014
A Fast and Accurate Dependency Parser using Neural Networks EMNLP 2014
Philosophers are Mortal: Inferring the Truth of Unseen Facts CONLL 2013
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment ICML 2013
Fast dropout training ICML 2013
Better Word Representations with Recursive Neural Networks for Morphology CONLL 2013
Improving Word Representations via Global Context and Multiple Word Prototypes ACL 2012
Parsing Time: Learning to Interpret Time Expressions NAACL 2012
Baselines and Bigrams: Simple, Good Sentiment and Topic Classification ACL 2012
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
Proceedings of the Fifteenth Conference on Computational Natural Language Learning CONLL 2011
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers IJCNLP 2011
Event Extraction as Dependency Parsing ACL 2011
Probabilistic Tree-Edit Models with Structured Latent Variables for Textual Entailment and Question Answering COLING 2010
A Multi-Pass Sieve for Coreference Resolution EMNLP 2010
A Joint Model for Semantic Role Labeling CONLL 2005
Unsupervised Learning of Field Segmentation Models for Information Extraction ACL 2005
Robust Textual Inference via Graph Matching EMNLP 2005
Morphological features help POS tagging of unknown words across language varieties IJCNLP 2005
Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling ACL 2005
A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005 IJCNLP 2005
Joint Learning Improves Semantic Role Labeling ACL 2005
Deep Dependencies from Context-Free Statistical Parsers: Correcting the Surface Dependency Approximation ACL 2004
Max-Margin Parsing EMNLP 2004
Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task EMNLP 2004
The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection EMNLP 2004
Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency ACL 2004
Optimization, Maxent Models, and Conditional Estimation without Magic NAACL 2003
Extensions to HMM-based Statistical Word Alignment Models EMNLP 2002
The LinGO Redwoods Treebank: Motivation and Preliminary Applications COLING 2002