| 2026 | EACL | Humans and transformer LMs: Abstraction drives language learning. | Jasper Jian, Christopher D. Manning |
| 2025 | ACL | Drop Dropout on Single Epoch Language Model Pretraining. | Houjun Liu, John Bauer, Christopher D. Manning |
| 2025 | ASRU | Transcribe, Translate, or Transliterate: An Investigation of Intermediate Representations in Spoken Language Models. | Tollop gnrm, Christopher D. Manning, Dan Jurafsky, Karen Livescu |
| 2025 | EMNLP | Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations. | Ananth Agarwal, Jasper Jian, Christopher D. Manning, Shikhar Murty |
| 2025 | EMNLP | Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models. | Alex Laitenberger, Christopher D. Manning, Nelson F. Liu |
| 2025 | ICLR | AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark. | Wenhao Chai, Enxin Song, Yilun Du, Chenlin Meng, Vashisht Madhavan, Omer Bar-Tal, Jenq-Neng Hwang, Saining Xie, Christopher D. Manning |
| 2025 | ICLR | h4rm3l: A Language for Composable Jailbreak Attack Synthesis. | Moussa Koulako Bala Doumbouya, Ananjan Nandi, Gabriel Poesia, Davide Ghilardi, Anna Goldie, Federico Bianchi, Dan Jurafsky, Christopher D. Manning |
| 2025 | ICLR | MrT5: Dynamic Token Merging for Efficient Byte-level Language Models. | Julie Kallini, Shikhar Murty, Christopher D. Manning, Christopher Potts, Rbert Csords |
| 2025 | ICML | AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders. | Zhengxuan Wu, Aryaman Arora, Atticus Geiger, Zheng Wang, Jing Huang, Dan Jurafsky, Christopher D. Manning, Christopher Potts |
| 2025 | KDD | The Surprising Victory of NLP: From Philosophy to Agentic Language Models. | Christopher D. Manning |
| 2025 | NAACL | Sneaking Syntax into Transformer Language Models with Tree Regularization. | Ananjan Nandi, Christopher D. Manning, Shikhar Murty |
| 2025 | NAACL | LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain. | Joel Niklaus, Lucia Zheng, Arya D. McCarthy, Christopher Hahn, Brian M. Rosen, Peter Henderson, Daniel E. Ho, Garrett Honke, Percy Liang, Christopher D. Manning |
| 2024 | ACL | Predicting Narratives of Climate Obstruction in Social Media Advertising. | Harri Rowlands, Gaku Morio, Dylan Tanner, Christopher D. Manning |
| 2024 | EMNLP | Statistical Uncertainty in Word Embeddings: GloVe-V. | Andrea Vallebueno, Cassandra Handan-Nader, Christopher D. Manning, Daniel E. Ho |
| 2024 | ICLR | An Emulator for Fine-tuning Large Language Models using Small Language Models. | Eric Mitchell, Rafael Rafailov, Archit Sharma, Chelsea Finn, Christopher D. Manning |
| 2024 | ICLR | Language Model Detectors Are Easily Optimized Against. | Charlotte Nicks, Eric Mitchell, Rafael Rafailov, Archit Sharma, Christopher D. Manning, Chelsea Finn, Stefano Ermon |
| 2024 | ICLR | RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval. | Parth Sarthi, Salman Abdullah, Aditi Tuli, Shubh Khanna, Anna Goldie, Christopher D. Manning |
| 2024 | ICLR | Fine-Tuning Language Models for Factuality. | Katherine Tian, Eric Mitchell, Huaxiu Yao, Christopher D. Manning, Chelsea Finn |
| 2024 | ICML | BAGEL: Bootstrapping Agents by Guiding Exploration with Language. | Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee |
| 2024 | IJCAI | ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting. | Gaku Morio, Soh Young In, Jungah Yoon, Harri Rowlands, Christopher D. Manning |
| 2024 | NAACL | pyvene: A Library for Understanding and Improving PyTorch Models via Interventions. | Zhengxuan Wu, Atticus Geiger, Aryaman Arora, Jing Huang, Zheng Wang, Noah D. Goodman, Christopher D. Manning, Christopher Potts |
| 2023 | ACL | Backpack Language Models. | John Hewitt, John Thickstun, Christopher D. Manning, Percy Liang |
| 2023 | ACL | Grokking of Hierarchical Structure in Vanilla Transformers. | Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning |
| 2023 | ACL | PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations. | Peng Qi, Nina Du, Christopher D. Manning, Jing Huang |
| 2023 | AIES | Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models. | Peter Henderson, Eric Mitchell, Christopher D. Manning, Dan Jurafsky, Chelsea Finn |
| 2023 | EACL | Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection. | Tollop gnrm, Dan Jurafsky, Christopher D. Manning |
| 2023 | EMNLP | Meta-Learning Online Adaptation of Language Models. | Nathan Hu, Eric Mitchell, Christopher D. Manning, Chelsea Finn |
| 2023 | EMNLP | Pushdown Layers: Encoding Recursive Structure in Transformer Language Models. | Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning |
| 2023 | EMNLP | Do "English" Named Entity Recognizers Work Well on Global Englishes? | Alexander Shan, John Bauer, Riley Carlson, Christopher D. Manning |
| 2023 | EMNLP | Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback. | Katherine Tian, Eric Mitchell, Allan Zhou, Archit Sharma, Rafael Rafailov, Huaxiu Yao, Chelsea Finn, Christopher D. Manning |
| 2023 | EMNLP | MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. | Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen |
| 2023 | ICLR | Characterizing intrinsic compositionality in transformers with Tree Projections. | Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning |
| 2023 | ICML | DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature. | Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D. Manning, Chelsea Finn |
| 2022 | AAAI | Synthetic Disinformation Attacks on Automated Fact Verification Systems. | Yibing Du, Antoine Bosselut, Christopher D. Manning |
| 2022 | EMNLP | JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset. | Ruth-Ann Armstrong, John Hewitt, Christopher D. Manning |
| 2022 | EMNLP | Detecting Label Errors by Using Pre-Trained Language Models. | Derek Chong, Jenny Hong, Christopher D. Manning |
| 2022 | EMNLP | Truncation Sampling as Language Model Desmoothing. | John Hewitt, Christopher D. Manning, Percy Liang |
| 2022 | EMNLP | You Only Need One Model for Open-domain Question Answering. | Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo |
| 2022 | EMNLP | Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. | Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning |
| 2022 | EMNLP | Fixing Model Bugs with Natural Language Patches. | Shikhar Murty, Christopher D. Manning, Scott M. Lundberg, Marco Tlio Ribeiro |
| 2022 | EMNLP | On Measuring the Intrinsic Few-Shot Hardness of Datasets. | Xinran Zhao, Shikhar Murty, Christopher D. Manning |
| 2022 | ICLR | GreaseLM: Graph REASoning Enhanced Language Models. | Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec |
| 2022 | ICLR | Fast Model Editing at Scale. | Eric Mitchell, Charles Lin, Antoine Bosselut, Chelsea Finn, Christopher D. Manning |
| 2022 | ICLR | Hindsight: Posterior-guided training of retrievers for improved open-ended generation. | Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning |
| 2022 | ICML | Memory-Based Model Editing at Scale. | Eric Mitchell, Charles Lin, Antoine Bosselut, Christopher D. Manning, Chelsea Finn |
| 2022 | SIGdial | Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. | Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Trenton Chang, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning |
| 2022 | SIGdial | When can I Speak? Predicting initiation points for spoken dialogue agents. | Siyan Li, Ashwin Paranjape, Christopher D. Manning |
| 2021 | AAAI | Challenges of Acquiring Compositional Inductive Biases via Meta-Learning. | Eric Mitchell, Chelsea Finn, Christopher D. Manning |
| 2021 | ACL | Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering. | Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning |
| 2021 | EMNLP | Answering Open-Domain Questions of Varying Reasoning Steps from Text. | Peng Qi, Haejun Lee, Tg Sido, Christopher D. Manning |
| 2021 | EMNLP | Conditional probing: measuring usable information beyond a baseline. | John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning |
| 2021 | EMNLP | ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts. | Yuta Koreeda, Christopher D. Manning |
| 2021 | NAACL | DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference. | Shikhar Murty, Tatsunori Hashimoto, Christopher D. Manning |
| 2021 | NAACL | Human-like informative conversations: Better acknowledgements using conditional mutual information. | Ashwin Paranjape, Christopher D. Manning |
| 2021 | SIGdial | Effective Social Chatbot Strategies for Increasing User Initiative. | Amelia Hardy, Ashwin Paranjape, Christopher D. Manning |
| 2021 | SIGdial | Large-Scale Quantitative Evaluation of Dialogue Agents' Response Strategies against Offensive Users. | Haojun Li, Dilara Soylu, Christopher D. Manning |
| 2021 | SIGdial | Understanding and predicting user dissatisfaction in a neural generative chatbot. | Abigail See, Christopher D. Manning |
| 2020 | ACL | Finding Universal Grammatical Relations in Multilingual BERT. | Ethan A. Chi, John Hewitt, Christopher D. Manning |
| 2020 | ACL | Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation. | Kaustubh D. Dhole, Christopher D. Manning |
| 2020 | ACL | Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. | Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning |
| 2020 | ACL | Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. | Yuhao Zhang, Derek Merck, Emily Bao Tsai, Christopher D. Manning, Curtis P. Langlotz |
| 2020 | EMNLP | Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. | Peng Qi, Yuhao Zhang, Christopher D. Manning |
| 2020 | EMNLP | Pre-Training Transformers as Energy-Based Cloze Models. | Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning |
| 2020 | EMNLP | RNNs can generate bounded hierarchical languages with optimal memory. | John Hewitt, Michael Hahn, Surya Ganguli, Percy Liang, Christopher D. Manning |
| 2020 | EMNLP | SLM: Learning a Discourse Language Representation with Sentence Unshuffling. | Haejun Lee, Drew A. Hudson, Kangwook Lee, Christopher D. Manning |
| 2020 | ICLR | ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators. | Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning |
| 2020 | LREC | Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection. | Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Jan Hajic, Christopher D. Manning, Sampo Pyysalo, Sebastian Schuster, Francis M. Tyers, Daniel Zeman |
| 2019 | ACL | BAM! Born-Again Multi-Task Networks for Natural Language Understanding. | Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning, Quoc V. Le |
| 2019 | CoNLL | Do Massively Pretrained Language Models Make Better Storytellers? | Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola, Christopher D. Manning |
| 2019 | CVPR | GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering. | Drew A. Hudson, Christopher D. Manning |
| 2019 | EMNLP | Answering Complex Open-domain Questions Through Iterative Query Generation. | Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning |
| 2019 | NAACL | A Structural Probe for Finding Syntax in Word Representations. | John Hewitt, Christopher D. Manning |
| 2018 | ACL | Simpler but More Accurate Semantic Dependency Parsing. | Timothy Dozat, Christopher D. Manning |
| 2018 | CoNLL | Universal Dependency Parsing from Scratch. | Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning |
| 2018 | EMNLP | Semi-Supervised Sequence Modeling with Cross-View Training. | Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le |
| 2018 | EMNLP | Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts. | Matthew Lamm, Arun Tejasvi Chaganty, Christopher D. Manning, Dan Jurafsky, Percy Liang |
| 2018 | EMNLP | HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. | Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning |
| 2018 | EMNLP | Graph Convolution over Pruned Dependency Trees Improves Relation Extraction. | Yuhao Zhang, Peng Qi, Christopher D. Manning |
| 2018 | ICLR | Compositional Attention Networks for Machine Reasoning. | Drew A. Hudson, Christopher D. Manning |
| 2018 | NAACL | Sentences with Gapping: Parsing and Reconstructing Elided Predicates. | Sebastian Schuster, Joakim Nivre, Christopher D. Manning |
| 2017 | ACL | Arc-swift: A Novel Transition System for Dependency Parsing. | Peng Qi, Christopher D. Manning |
| 2017 | ACL | Get To The Point: Summarization with Pointer-Generator Networks. | Abigail See, Peter J. Liu, Christopher D. Manning |
| 2017 | ACL | Naturalizing a Programming Language via Interactive Learning. | Sida I. Wang, Samuel Ginn, Percy Liang, Christopher D. Manning |
| 2017 | CoNLL | Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task. | Timothy Dozat, Peng Qi, Christopher D. Manning |
| 2017 | CoNLL | CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. | Daniel Zeman, Martin Popel, Milan Straka, Jan Hajic, Joakim Nivre, Filip Ginter, Juhani Luotolahti, Sampo Pyysalo, Slav Petrov, Martin Potthast, Francis M. Tyers, Elena Badmaeva, Memduh Gokirmak, Anna Nedoluzhko, Silvie Cinkov, Jan Hajic jr., Jaroslava Hlavcov, Vclava Kettnerov, Zdenka Uresov, Jenna Kanerva, Stina Ojala, Anna Missil, Christopher D. Manning, Sebastian Schuster, Siva Reddy, Dima Taji, Nizar Habash, Herman Leung, Marie-Catherine de Marneffe, Manuela Sanguinetti, Maria Simi, Hiroshi Kanayama, Valeria de Paiva, Kira Droganova, Hctor Martnez Alonso, agri ltekin, Umut Sulubacak, Hans Uszkoreit, Vivien Macketanz, Aljoscha Burchardt, Kim Harris, Katrin Marheinecke, Georg Rehm, Tolga Kayadelen, Mohammed Attia, Ali El-Kahky, Zhuoran Yu, Emily Pitler, Saran Lertpradit, Michael Mandl, Jesse Kirchner, Hector Fernandez Alcalde, Jana Strnadov, Esha Banerjee, Ruli Manurung, Antonio Stella, Atsuko Shimada, Sookyoung Kwak, Gustavo Mendona, Tatiana Lando, Rattima Nitisaroj, Josie Li |
| 2017 | EACL | A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue. | Mihail Eric, Christopher D. Manning |
| 2017 | EMNLP | Importance sampling for unbiased on-demand evaluation of knowledge base population. | Arun Tejasvi Chaganty, Ashwin Paranjape, Percy Liang, Christopher D. Manning |
| 2017 | EMNLP | Position-aware Attention and Supervised Data Improve Slot Filling. | Yuhao Zhang, Victor Zhong, Danqi Chen, Gabor Angeli, Christopher D. Manning |
| 2017 | ICLR | Deep Biaffine Attention for Neural Dependency Parsing. | Timothy Dozat, Christopher D. Manning |
| 2017 | SIGdial | Key-Value Retrieval Networks for Task-Oriented Dialogue. | Mihail Eric, Lakshmi Krishnan, Franois Charette, Christopher D. Manning |
| 2016 | ACL | Combining Natural Logic and Shallow Reasoning for Question Answering. | Gabor Angeli, Neha Nayak, Christopher D. Manning |
| 2016 | ACL | A Fast Unified Model for Parsing and Sentence Understanding. | Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts |
| 2016 | ACL | A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task. | Danqi Chen, Jason Bolton, Christopher D. Manning |
| 2016 | ACL | Improving Coreference Resolution by Learning Entity-Level Distributed Representations. | Kevin Clark, Christopher D. Manning |
| 2016 | ACL | Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models. | Minh-Thang Luong, Christopher D. Manning |
| 2016 | ACL | Learning Language Games through Interaction. | Sida I. Wang, Percy Liang, Christopher D. Manning |
| 2016 | CoNLL | Compression of Neural Machine Translation Models via Pruning. | Abigail See, Minh-Thang Luong, Christopher D. Manning |
| 2016 | EMNLP | Deep Reinforcement Learning for Mention-Ranking Coreference Models. | Kevin Clark, Christopher D. Manning |
| 2016 | LREC | A comparison of Named-Entity Disambiguation and Word Sense Disambiguation. | Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning, Eneko Agirre |
| 2016 | LREC | Universal Dependencies v1: A Multilingual Treebank Collection. | Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajic, Christopher D. Manning, Ryan T. McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, Daniel Zeman |
| 2016 | LREC | Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding Tasks. | Sebastian Schuster, Christopher D. Manning |
| 2016 | SIGIR | Understanding Human Language: Can NLP and Deep Learning Help? | Christopher D. Manning |
| 2015 | ACL | Leveraging Linguistic Structure For Open Domain Information Extraction. | Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning |
| 2015 | ACL | Text to 3D Scene Generation with Rich Lexical Grounding. | Angel X. Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning |
| 2015 | ACL | Entity-Centric Coreference Resolution with Model Stacking. | Kevin Clark, Christopher D. Manning |
| 2015 | ACL | Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. | Kai Sheng Tai, Richard Socher, Christopher D. Manning |
| 2015 | ACL | Robust Subgraph Generation Improves Abstract Meaning Representation Parsing. | Keenon Werling, Gabor Angeli, Christopher D. Manning |
| 2015 | CoNLL | Deep Neural Language Models for Machine Translation. | Thang Luong, Michael Kayser, Christopher D. Manning |
| 2015 | CSCW | Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. | Diana L. MacLean, Sonal Gupta, Anna Lembke, Christopher D. Manning, Jeffrey Heer |
| 2015 | EMNLP | A large annotated corpus for learning natural language inference. | Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning |
| 2015 | EMNLP | Effective Approaches to Attention-based Neural Machine Translation. | Thang Luong, Hieu Pham, Christopher D. Manning |
| 2015 | NAACL | Distributed Representations of Words to Guide Bootstrapped Entity Classifiers. | Sonal Gupta, Christopher D. Manning |
| 2015 | NAACL | Bilingual Word Representations with Monolingual Quality in Mind. | Thang Luong, Hieu Pham, Christopher D. Manning |
| 2015 | NAACL | Learning Distributed Representations for Multilingual Text Sequences. | Hieu Pham, Thang Luong, Christopher D. Manning |
| 2014 | ACL | Faster Phrase-Based Decoding by Refining Feature State. | Kenneth Heafield, Michael Kayser, Christopher D. Manning |
| 2014 | ACL | The Stanford CoreNLP Natural Language Processing Toolkit. | Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Rose Finkel, Steven Bethard, David McClosky |
| 2014 | ACL | Word Segmentation of Informal Arabic with Domain Adaptation. | Will Monroe, Spence Green, Christopher D. Manning |
| 2014 | ACL | Robust Logistic Regression using Shift Parameters. | Julie Tibshirani, Christopher D. Manning |
| 2014 | ACL | Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition. | Mengqiu Wang, Rob Voigt, Christopher D. Manning |
| 2014 | CHI | TransPhoner: automated mnemonic keyword generation. | Manolis Savva, Angel X. Chang, Christopher D. Manning, Pat Hanrahan |
| 2014 | CoNLL | Improved Pattern Learning for Bootstrapped Entity Extraction. | Sonal Gupta, Christopher D. Manning |
| 2014 | EMNLP | NaturalLI: Natural Logic Inference for Common Sense Reasoning. | Gabor Angeli, Christopher D. Manning |
| 2014 | EMNLP | Combining Distant and Partial Supervision for Relation Extraction. | Gabor Angeli, Julie Tibshirani, Jean Wu, Christopher D. Manning |
| 2014 | EMNLP | Modeling Biological Processes for Reading Comprehension. | Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Peter Clark, Christopher D. Manning |
| 2014 | EMNLP | Learning Spatial Knowledge for Text to 3D Scene Generation. | Angel X. Chang, Manolis Savva, Christopher D. Manning |
| 2014 | EMNLP | A Fast and Accurate Dependency Parser using Neural Networks. | Danqi Chen, Christopher D. Manning |
| 2014 | EMNLP | Human Effort and Machine Learnability in Computer Aided Translation. | Spence Green, Sida I. Wang, Jason Chuang, Jeffrey Heer, Sebastian Schuster, Christopher D. Manning |
| 2014 | EMNLP | Glove: Global Vectors for Word Representation. | Jeffrey Pennington, Richard Socher, Christopher D. Manning |
| 2014 | LREC | Universal Stanford dependencies: A cross-linguistic typology. | Marie-Catherine de Marneffe, Timothy Dozat, Natalia Silveira, Katri Haverinen, Filip Ginter, Joakim Nivre, Christopher D. Manning |
| 2014 | LREC | Event Extraction Using Distant Supervision. | Kevin Reschke, Martin Jankowiak, Mihai Surdeanu, Christopher D. Manning, Daniel Jurafsky |
| 2014 | LREC | A Gold Standard Dependency Corpus for English. | Natalia Silveira, Timothy Dozat, Marie-Catherine de Marneffe, Samuel R. Bowman, Miriam Connor, John Bauer, Christopher D. Manning |
| 2014 | SIGGRAPH | On being the right scale: sizing large collections of 3D models. | Manolis Savva, Angel X. Chang, Gilbert Louis Bernstein, Christopher D. Manning, Pat Hanrahan |
| 2014 | UIST | Predictive translation memory: a mixed-initiative system for human language translation. | Spence Green, Jason Chuang, Jeffrey Heer, Christopher D. Manning |
| 2013 | AAAI | Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers. | Mengqiu Wang, Wanxiang Che, Christopher D. Manning |
| 2013 | ACL | Fast and Adaptive Online Training of Feature-Rich Translation Models. | Spence Green, Sida Wang, Daniel M. Cer, Christopher D. Manning |
| 2013 | ACL | Parsing with Compositional Vector Grammars. | Richard Socher, John Bauer, Christopher D. Manning, Andrew Y. Ng |
| 2013 | ACL | Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition. | Mengqiu Wang, Wanxiang Che, Christopher D. Manning |
| 2013 | CHI | The efficacy of human post-editing for language translation. | Spence Green, Jeffrey Heer, Christopher D. Manning |
| 2013 | CoNLL | Philosophers are Mortal: Inferring the Truth of Unseen Facts. | Gabor Angeli, Christopher D. Manning |
| 2013 | CoNLL | Better Word Representations with Recursive Neural Networks for Morphology. | Thang Luong, Richard Socher, Christopher D. Manning |
| 2013 | EMNLP | Learning Biological Processes with Global Constraints. | Aju Thalappillil Scaria, Jonathan Berant, Mengqiu Wang, Peter Clark, Justin Lewis, Brittany Harding, Christopher D. Manning |
| 2013 | EMNLP | Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. | Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, Christopher Potts |
| 2013 | EMNLP | Feature Noising for Log-Linear Structured Prediction. | Sida Wang, Mengqiu Wang, Stefan Wager, Percy Liang, Christopher D. Manning |
| 2013 | EMNLP | Bilingual Word Embeddings for Phrase-Based Machine Translation. | Will Y. Zou, Richard Socher, Daniel M. Cer, Christopher D. Manning |
| 2013 | ICML | Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment. | Jason Chuang, Sonal Gupta, Christopher D. Manning, Jeffrey Heer |
| 2013 | ICML | Fast dropout training. | Sida Wang, Christopher D. Manning |
| 2013 | IJCNLP | Learning a Product of Experts with Elitist Lasso. | Mengqiu Wang, Christopher D. Manning |
| 2013 | IJCNLP | Effect of Non-linear Deep Architecture in Sequence Labeling. | Mengqiu Wang, Christopher D. Manning |
| 2013 | NAACL | Named Entity Recognition with Bilingual Constraints. | Wanxiang Che, Mengqiu Wang, Christopher D. Manning, Ting Liu |
| 2013 | NAACL | Deep Learning for NLP (without Magic). | Richard Socher, Christopher D. Manning |
| 2012 | ACL | Improving Word Representations via Global Context and Multiple Word Prototypes. | Eric H. Huang, Richard Socher, Christopher D. Manning, Andrew Y. Ng |
| 2012 | ACL | Deep Learning for NLP (without Magic). | Richard Socher, Yoshua Bengio, Christopher D. Manning |
| 2012 | ACL | Baselines and Bigrams: Simple, Good Sentiment and Topic Classification. | Sida Wang, Christopher D. Manning |
| 2012 | AVI | Termite: visualization techniques for assessing textual topic models. | Jason Chuang, Christopher D. Manning, Jeffrey Heer |
| 2012 | CHI | Interpretation and trust: designing model-driven visualizations for text analysis. | Jason Chuang, Daniel Ramage, Christopher D. Manning, Jeffrey Heer |
| 2012 | EMNLP | Learning Constraints for Consistent Timeline Extraction. | David McClosky, Christopher D. Manning |
| 2012 | EMNLP | Semantic Compositionality through Recursive Matrix-Vector Spaces. | Richard Socher, Brody Huval, Christopher D. Manning, Andrew Y. Ng |
| 2012 | EMNLP | Multi-instance Multi-label Learning for Relation Extraction. | Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, Christopher D. Manning |
| 2012 | EMNLP | Probabilistic Finite State Machines for Regression-based MT Evaluation. | Mengqiu Wang, Christopher D. Manning |
| 2012 | LREC | SUTime: A library for recognizing and normalizing time expressions. | Angel X. Chang, Christopher D. Manning |
| 2012 | NAACL | Parsing Time: Learning to Interpret Time Expressions. | Gabor Angeli, Christopher D. Manning, Daniel Jurafsky |
| 2012 | NAACL | Entity Clustering Across Languages. | Spence Green, Nicholas Andrews, Matthew R. Gormley, Mark Dredze, Christopher D. Manning |
| 2011 | ACL | Event Extraction as Dependency Parsing. | David McClosky, Mihai Surdeanu, Christopher D. Manning |
| 2011 | ACL | Customizing an Information Extraction System to a New Domain. | Mihai Surdeanu, David McClosky, Mason Smith, Andrey Gusev, Christopher D. Manning |
| 2011 | CICLING | Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics? | Christopher D. Manning |
| 2011 | EMNLP | Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French. | Spence Green, Marie-Catherine de Marneffe, John Bauer, Christopher D. Manning |
| 2011 | EMNLP | Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions. | Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning |
| 2011 | ICAIL | Risk analysis for intellectual property litigation. | Mihai Surdeanu, Ramesh Nallapati, George Gregory, Joshua Walker, Christopher D. Manning |
| 2011 | ICML | Parsing Natural Scenes and Natural Language with Recursive Neural Networks. | Richard Socher, Cliff Chiung-Yu Lin, Andrew Y. Ng, Christopher D. Manning |
| 2011 | IJCNLP | Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers. | Sonal Gupta, Christopher D. Manning |
| 2011 | KDD | Partially labeled topic models for interpretable text mining. | Daniel Ramage, Christopher D. Manning, Susan T. Dumais |
| 2010 | ACL | Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data. | Jenny Rose Finkel, Christopher D. Manning |
| 2010 | ACL | "Was It Good? It Was Provocative." Learning the Meaning of Scalar Adjectives. | Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts |
| 2010 | COLING | Better Arabic Parsing: Baselines, Evaluations, and Analysis. | Spence Green, Christopher D. Manning |
| 2010 | COLING | Probabilistic Tree-Edit Models with Structured Latent Variables for Textual Entailment and Question Answering. | Mengqiu Wang, Christopher D. Manning |
| 2010 | CoNLL | Viterbi Training Improves Unsupervised Dependency Parsing. | Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky, Christopher D. Manning |
| 2010 | EMNLP | A Multi-Pass Sieve for Coreference Resolution. | Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nate Chambers, Mihai Surdeanu, Dan Jurafsky, Christopher D. Manning |
| 2010 | LREC | Parsing to Stanford Dependencies: Trade-offs between Speed and Accuracy. | Daniel M. Cer, Marie-Catherine de Marneffe, Daniel Jurafsky, Christopher D. Manning |
| 2010 | NAACL | Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features. | Daniel M. Cer, Michel Galley, Daniel Jurafsky, Christopher D. Manning |
| 2010 | NAACL | The Best Lexical Metric for Phrase-Based Statistical MT System Optimization. | Daniel M. Cer, Christopher D. Manning, Daniel Jurafsky |
| 2010 | NAACL | Accurate Non-Hierarchical Phrase-Based Translation. | Michel Galley, Christopher D. Manning |
| 2010 | NAACL | Improved Models of Distortion Cost for Statistical Machine Translation. | Spence Green, Michel Galley, Christopher D. Manning |
| 2010 | NAACL | Subword Variation in Text Message Classification. | Robert Munro, Christopher D. Manning |
| 2010 | NAACL | Ensemble Models for Dependency Parsing: Cheap and Good? | Mihai Surdeanu, Christopher D. Manning |
| 2009 | ACL | Presupposed Content and Entailments in Natural Language Inference. | David Clausen, Christopher D. Manning |
| 2009 | ACL | Quadratic-Time Dependency Parsing for Machine Translation. | Michel Galley, Christopher D. Manning |
| 2009 | ACL | Multi-word expressions in textual inference: Much ado about nothing? | Marie-Catherine de Marneffe, Sebastian Pad, Christopher D. Manning |
| 2009 | ACL | Robust Machine Translation Evaluation with Entailment Features. | Sebastian Pad, Michel Galley, Daniel Jurafsky, Christopher D. Manning |
| 2009 | EMNLP | Nested Named Entity Recognition. | Jenny Rose Finkel, Christopher D. Manning |
| 2009 | EMNLP | Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora. | Daniel Ramage, David Hall, Ramesh Nallapati, Christopher D. Manning |
| 2009 | NAACL | Joint Parsing and Named Entity Recognition. | Jenny Rose Finkel, Christopher D. Manning |
| 2009 | NAACL | Hierarchical Bayesian Domain Adaptation. | Jenny Rose Finkel, Christopher D. Manning |
| 2009 | WSDM | Clustering the tagged web. | Daniel Ramage, Paul Heymann, Christopher D. Manning, Hector Garcia-Molina |
| 2008 | ACL | Efficient, Feature-based, Conditional Random Field Parsing. | Jenny Rose Finkel, Alex Kleeman, Christopher D. Manning |
| 2008 | ACL | Enforcing Transitivity in Coreference Resolution. | Jenny Rose Finkel, Christopher D. Manning |
| 2008 | ACL | Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates. | Sharon Goldwater, Daniel Jurafsky, Christopher D. Manning |
| 2008 | ACL | Finding Contradictions in Text. | Marie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning |
| 2008 | COLING | Modeling Semantic Containment and Exclusion in Natural Language Inference. | Bill MacCartney, Christopher D. Manning |
| 2008 | COLING | The Stanford Typed Dependencies Representation. | Marie-Catherine de Marneffe, Christopher D. Manning |
| 2008 | EMNLP | A Simple and Effective Hierarchical Phrase Reordering Model. | Michel Galley, Christopher D. Manning |
| 2008 | EMNLP | Studying the History of Ideas Using Topic Models. | David Hall, Daniel Jurafsky, Christopher D. Manning |
| 2008 | EMNLP | A Phrase-Based Alignment Model for Natural Language Inference. | Bill MacCartney, Michel Galley, Christopher D. Manning |
| 2008 | EMNLP | Legal Docket Classification: Where Machine Learning Stumbles. | Ramesh Nallapati, Christopher D. Manning |
| 2008 | LREC | Lexicon Schemas and Related Data Models: when Standards Meet Users. | Thorsten Trippel, Michael Maxwell, Greville Corbett, Cambell Prince, Christopher D. Manning, Stephen Grimes, Steven Moran |
| 2007 | ACL | Learning Alignments and Leveraging Natural Logic. | Nathanael Chambers, Daniel M. Cer, Trond Grenager, David Hall, Chlo Kiddon, Bill MacCartney, Marie-Catherine de Marneffe, Daniel Ramage, Eric Yeh, Christopher D. Manning |
| 2007 | ACL | The Infinite Tree. | Jenny Rose Finkel, Trond Grenager, Christopher D. Manning |
| 2007 | ACL | Natural Logic for Textual Inference. | Bill MacCartney, Christopher D. Manning |
| 2007 | ASRU | Regularization, adaptation, and non-independent features improve hidden conditional random fields for phone classification. | Yun-Hsuan Sung, Constantinos Boulis, Christopher D. Manning, Dan Jurafsky |
| 2006 | ACL | An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition. | Vijay Krishnan, Christopher D. Manning |
| 2006 | EMNLP | Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines. | Jenny Rose Finkel, Christopher D. Manning, Andrew Y. Ng |
| 2006 | EMNLP | Unsupervised Discovery of a Statistical Verb Lexicon. | Trond Grenager, Christopher D. Manning |
| 2006 | LREC | Generating Typed Dependency Parses from Phrase Structure Parses. | Marie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning |
| 2006 | NAACL | Learning to recognize features of valid textual entailments. | Bill MacCartney, Trond Grenager, Marie-Catherine de Marneffe, Daniel M. Cer, Christopher D. Manning |
| 2005 | AAAI | Robust Textual Inference Via Learning and Abductive Reasoning. | Rajat Raina, Andrew Y. Ng, Christopher D. Manning |
| 2005 | ACL | Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling. | Jenny Rose Finkel, Trond Grenager, Christopher D. Manning |
| 2005 | ACL | Unsupervised Learning of Field Segmentation Models for Information Extraction. | Trond Grenager, Dan Klein, Christopher D. Manning |
| 2005 | ACL | Joint Learning Improves Semantic Role Labeling. | Kristina Toutanova, Aria Haghighi, Christopher D. Manning |
| 2005 | CoNLL | A Joint Model for Semantic Role Labeling. | Aria Haghighi, Kristina Toutanova, Christopher D. Manning |
| 2005 | NAACL | Robust Textual Inference via Graph Matching. | Aria Haghighi, Andrew Y. Ng, Christopher D. Manning |
| 2004 | ACL | Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency. | Dan Klein, Christopher D. Manning |
| 2004 | ACL | Deep Dependencies from Context-Free Statistical Parsers: Correcting the Surface Dependency Approximation. | Roger Levy, Christopher D. Manning |
| 2004 | CoNLL | Language Learning: Beyond Thunderdome. | Christopher D. Manning |
| 2004 | EMNLP | Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task. | Galen Andrew, Trond Grenager, Christopher D. Manning |
| 2004 | EMNLP | Max-Margin Parsing. | Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, Christopher D. Manning |
| 2004 | EMNLP | The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection. | Kristina Toutanova, Penka Markova, Christopher D. Manning |
| 2004 | ICML | Learning random walk models for inducing word dependency distributions. | Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng |
| 2003 | ACL | Accurate Unlexicalized Parsing. | Dan Klein, Christopher D. Manning |
| 2003 | ACL | Is it Harder to Parse Chinese, or the Chinese Treebank? | Roger Levy, Christopher D. Manning |
| 2003 | CoNLL | Named Entity Recognition with Character-Level Models. | Dan Klein, Joseph Smarr, Huy Nguyen, Christopher D. Manning |
| 2003 | IJCAI | Spectral Learning. | Sepandar D. Kamvar, Dan Klein, Christopher D. Manning |
| 2003 | IJCAI | Factored A | Dan Klein, Christopher D. Manning |
| 2003 | NAACL | A* Parsing: Fast Exact Viterbi Parse Selection. | Dan Klein, Christopher D. Manning |
| 2003 | NAACL | Optimization, Maxent Models, and Conditional Estimation without Magic. | Christopher D. Manning, Dan Klein |
| 2003 | NAACL | Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. | Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer |
| 2003 | WWW | Extrapolation methods for accelerating PageRank computations. | Sepandar D. Kamvar, Taher H. Haveliwala, Christopher D. Manning, Gene H. Golub |
| 2002 | ACL | A Generative Constituent-Context Model for Improved Grammar Induction. | Dan Klein, Christopher D. Manning |
| 2002 | COLING | The LinGO Redwoods Treebank: Motivation and Preliminary Applications. | Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning, Dan Flickinger, Thorsten Brants |
| 2002 | CoNLL | Feature Selection for a Rich HPSG Grammar Using Decision Trees. | Kristina Toutanova, Christopher D. Manning |
| 2002 | EMNLP | Conditional Structure versus Conditional Estimation in NLP Models. | Dan Klein, Christopher D. Manning |
| 2002 | EMNLP | Extentions to HMM-based Statistical Word Alignment Models. | Kristina Toutanova, H. Tolga Ilhan, Christopher D. Manning |
| 2002 | ICML | Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based approach. | Sepandar D. Kamvar, Dan Klein, Christopher D. Manning |
| 2002 | ICML | From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering. | Dan Klein, Sepandar D. Kamvar, Christopher D. Manning |
| 2001 | ACL | Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank. | Dan Klein, Christopher D. Manning |
| 2001 | CoNLL | Distributional phrase structure induction. | Dan Klein, Christopher D. Manning |
| 2000 | AMIA | What's related? Generalizing approaches to related articles in medicine. | Howard R. Strasberg, Christopher D. Manning, Thomas C. Rindfleisch, Kenneth L. Melmon |
| 2000 | EMNLP | Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger. | Kristina Toutanvoa, Christopher D. Manning |
| 1999 | PACLIC | Linguistics in an Age of Engineering. | Christopher D. Manning |
| 1998 | CoNLL | The segmentation problem in morphology learning. | Christopher D. Manning |
| 1993 | ACL | Automatic Acquisition of a Large Subcategorization Dictionary from Corpora. | Christopher D. Manning |