The Stanford NLP Group

Papers
Books

Daniel Jurafsky. 2014. The Language of Food. W. W. Norton.

Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze. 2008. Introduction to Information Retrieval. Cambridge University Press.

Daniel Jurafsky and James H. Martin. 2008. Speech and Language Processing: An Introduction to Natural Language Processing, Speech Recognition, and Computational Linguistics. 2nd edition. Prentice-Hall.

Christopher D. Manning and Hinrich Schütze. 1999. Foundations of Statistical Natural Language Processing. Cambridge, MA: MIT Press.

Barbara A. Fox, Dan Jurafsky, and Laura A. Michaelis (Eds.). 1999. Cognition and Function in Language. Stanford, CA: CSLI Publications.

Avery D. Andrews and Christopher D. Manning. 1999. Complex Predicates and Information Spreading in LFG. Stanford, CA: CSLI Publications.


Isabel Papadimitriou and Dan Jurafsky. 2020. Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models	Isabel Papadimitriou and Dan Jurafsky	2020	Empirical Methods in Natural Language Processing (EMNLP)
Wanxiang Che, Valentin I. Spitkovsky and Ting Liu. 2012. A Comparison of C hinese Parsers for S tanford Dependencies. Association for Computational Linguistics (ACL). [paper, bib]	A Comparison of C hinese Parsers for S tanford Dependencies	Che , Wanxiang and Spitkovsky , Valentin I. and Liu , Ting	2012	Association for Computational Linguistics (ACL)
Steven Bethard and Dan Jurafsky. 2010. Who should I cite? Learning literature search models from citation behavior. ACM Conference on Information and Knowledge Management (CIKM). [paper, bib]	Who should I cite? Learning literature search models from citation behavior	Steven Bethard and Dan Jurafsky	2010	ACM Conference on Information and Knowledge Management (CIKM)
Spence Green, Daniel Cer and Christopher D. Manning. 2014. Phrasal: A Toolkit for New Directions in Statistical Machine Translation. North American Association for Computational Linguistics (NAACL) Workshop on Statistical Machine Translation. [paper, bib]	Phrasal: A Toolkit for New Directions in Statistical Machine Translation	Green , Spence and Cer , Daniel and Manning , Christopher D.	2014	North American Association for Computational Linguistics (NAACL) Workshop on Statistical Machine Translation
Sida I. Wang, Mengqiu Wang, Stefan Wager, Percy Liang and Christopher D. Manning. 2013. Feature Noising for Log-linear Structured Prediction. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Feature Noising for Log-linear Structured Prediction	Sida I. Wang and Mengqiu Wang and Stefan Wager and Percy Liang and Christopher D. Manning	2013	Empirical Methods in Natural Language Processing (EMNLP)
Shipra Dingare, Jenny Finkel, Christopher D. Manning, Malvina Nissim and Beatrice Alex. 2004. Exploring the Boundaries: Gene and Protein Identification in Biomedical Text. Proceedings of the BioCreative Workshop. [paper, bib]	Exploring the Boundaries: Gene and Protein Identification in Biomedical Text	Shipra Dingare and Jenny Finkel and Christopher D. Manning and Malvina Nissim and Beatrice Alex	2004	Proceedings of the BioCreative Workshop
Sebastian Padó, Michel Galley, Dan Jurafsky and Christopher Manning. 2009. Textual Entailment Features for Machine Translation Evaluation. European Association for Computational Linguistics (EACL) Workshop on Machine Translation. [paper, bib]	Textual Entailment Features for Machine Translation Evaluation	Sebastian Pad\'o and Michel Galley and Dan Jurafsky and Christopher Manning	2009	European Association for Computational Linguistics (EACL) Workshop on Machine Translation
Gabor Angeli, Julie Tibshirani, Jean Y. Wu and Christopher D. Manning. 2014. Combining Distant and Partial Supervision for Relation Extraction. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Combining Distant and Partial Supervision for Relation Extraction	Gabor Angeli and Julie Tibshirani and Jean Y. Wu and Christopher D. Manning	2014	Empirical Methods in Natural Language Processing (EMNLP)
Shikhar Murty, Pratyusha Sharma, Jacob Andreas and Christopher D Manning. 2023. Characterizing intrinsic compositionality in transformers with Tree Projections. The Eleventh International Conference on Learning Representations. [paper, bib]	Characterizing intrinsic compositionality in transformers with Tree Projections	Shikhar Murty and Pratyusha Sharma and Jacob Andreas and Christopher D Manning	2023	The Eleventh International Conference on Learning Representations
Will Lewis, Robert Munro and Stephan Vogel. 2011. Crisis MT: Developing A Cookbook For Machine Translation In Crisis Situations. Annual Workshop on Machine Translation, EMNLP . [paper, bib]	Crisis MT: Developing A Cookbook For Machine Translation In Crisis Situations	Will Lewis and Robert Munro and Stephan Vogel	2011	{ Annual Workshop on Machine Translation , EMNLP }
Nathanael Chambers and Dan Jurafsky. 2009. Unsupervised Learning of Narrative Schemas and their Participants. Association for Computational Linguistics (ACL). [paper, bib]	Unsupervised Learning of Narrative Schemas and their Participants	Nathanael Chambers and Dan Jurafsky	2009	Association for Computational Linguistics (ACL)
J. Hewitt and P. Liang. 2019. Designing and Interpreting Probes with Control Tasks. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Designing and Interpreting Probes with Control Tasks	J. Hewitt and P. Liang	2019	Empirical Methods in Natural Language Processing (EMNLP)
Angel X. Chang, Valentin I. Spitkovsky, Eric Yeh, Eneko Agirre and Christopher D. Manning. 2010. Stanford-UBC Entity Linking at TAC-KBP. Text Analysis Conference (TAC). [paper, bib]	Stanford- UBC Entity Linking at TAC - KBP	Chang , Angel X. and Spitkovsky , Valentin I. and Yeh , Eric and Agirre , Eneko and Manning , Christopher D.	2010	Text Analysis Conference (TAC)
William L. Hamilton, Jure Leskovec and Dan Jurafsky. 2016. Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change. Association for Computational Linguistics (ACL). [paper, bib]	Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change	Hamilton , William L. and Leskovec , Jure and Jurafsky , Dan	2016	Association for Computational Linguistics (ACL)
Silei Xu, Shicheng Liu, Theo Culhane, Elizaveta Pertseva, Meng-Hsi Wu, Sina Semnani and Monica S. Lam. 2023. Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Fine-tuned LLMs Know More , Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata	Xu , Silei and Liu , Shicheng and Culhane , Theo and Pertseva , Elizaveta and Wu , Meng-Hsi and Semnani , Sina and Lam , Monica S.	2023	Empirical Methods in Natural Language Processing (EMNLP)
Richard Socher, Danqi Chen, Christopher D. Manning and Andrew Y. Ng. 2013. Reasoning With Neural Tensor Networks For Knowledge Base Completion. Advances in Neural Information Processing Systems 26 . [paper, bib]	Reasoning With Neural Tensor Networks For Knowledge Base Completion	Richard Socher and Danqi Chen and Christopher D. Manning and Andrew Y. Ng	2013	{ Advances in Neural Information Processing Systems 26 }
Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang and Christopher D. Manning. 2019. Answering Complex Open-domain Questions Through Iterative Query Generation. 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing ( EMNLP-IJCNLP ). [paper, bib]	Answering Complex Open-domain Questions Through Iterative Query Generation	Qi , Peng and Lin , Xiaowen and Mehr , Leo and Wang , Zijian and Manning , Christopher D.	2019	2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing ( { EMNLP-IJCNLP } )
Dan Klein and Christopher D. Manning. 2001. Distributional Phrase Structure Induction. Fifth Conference on Natural Language Learning (CoNLL-2001). [paper, bib]	Distributional Phrase Structure Induction	Dan Klein and Christopher D. Manning	2001	Fifth Conference on Natural Language Learning (CoNLL-2001)
Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn and Christopher D. Manning. 2022. Enhancing Self-Consistency and Performance of Pretrained Language Models with Natural Language Inference. Conference on Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Enhancing Self-Consistency and Performance of Pretrained Language Models with Natural Language Inference	Mitchell , Eric and Noh , Joseph J. and Li , Siyan and Armstrong , William S. and Agarwal , Ananth and Liu , Patrick and Finn , Chelsea and Manning , Christopher D.	2022	Conference on Empirical Methods in Natural Language Processing (EMNLP)
Sida I. Wang, Percy Liang and Christopher D. Manning. 2016. Learning Language Games through Interaction. Association for Computational Linguistics (ACL). [paper, bib]	Learning Language Games through Interaction	Sida I. Wang and Percy Liang and Christopher D. Manning	2016	Association for Computational Linguistics (ACL)
Mengqiu Wang, Wanxiang Che and Christopher D. Manning. 2013. Effective Bilingual Constraints for Semi-supervised Learning of Named Entity Recognizers. Association for the Advancement of Artificial Intelligence (AAAI). [paper, bib]	Effective Bilingual Constraints for Semi-supervised Learning of Named Entity Recognizers	Mengqiu Wang and Wanxiang Che and Christopher D. Manning	2013	Association for the Advancement of Artificial Intelligence (AAAI)
Mehrad Moradshahi, Giovanni Campagna, Sina Semnani, Silei Xu and Monica Lam. 2020. Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation	Moradshahi , Mehrad and Campagna , Giovanni and Semnani , Sina and Xu , Silei and Lam , Monica	2020	Empirical Methods in Natural Language Processing (EMNLP)
Christopher D. Manning. 2002. Review of Rens Bod, Beyond Grammar: An Experience-based Theory of Language. Journal of Linguistics 38(2). [paper, bib]	Review of Rens Bod , Beyond Grammar: An Experience-based Theory of Language	Christopher D. Manning	2002	Journal of Linguistics 38(2)
Angel X Chang, Manolis Savva and Christopher D Manning. 2014. Learning Spatial Knowledge for Text to 3D Scene Generation. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Learning Spatial Knowledge for Text to 3D Scene Generation	Chang , Angel X and Savva , Manolis and Manning , Christopher D	2014	Empirical Methods in Natural Language Processing (EMNLP)
Roger Levy and Christopher D. Manning. 2004. Deep dependencies from context-free statistical parsers: correcting the surface dependency approximation. Association for Computational Linguistics (ACL). [paper, bib]	Deep dependencies from context-free statistical parsers: correcting the surface dependency approximation	Roger Levy and Christopher D. Manning	2004	Association for Computational Linguistics (ACL)
Pi-Chuan Chang, Daniel Jurafsky and Christopher D. Manning. 2009. Disambiguating " DE " for C hinese-E nglish Machine Translation. Workshop on Statistical Machine Translation. [paper, bib]	Disambiguating " DE " for C hinese- E nglish Machine Translation	Chang , Pi-Chuan and Jurafsky , Daniel and Manning , Christopher D.	2009	Workshop on Statistical Machine Translation
Sebastian Schuster, Matthew Lamm and Christopher D. Manning. 2017. Gapping Constructions in Universal Dependencies v2. NoDaLiDa 2017 Workshop on Universal Dependencies. [paper, bib]	Gapping Constructions in Universal Dependencies v2	Schuster , Sebastian and Lamm , Matthew and Manning , Christopher D.	2017	NoDaLiDa 2017 Workshop on Universal Dependencies
Dan Iter, Jong H. Yoon and Dan Jurafsky. 2018. Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia. North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT) Workshop on Computational Linguistics and Clinical Psychology. [paper, bib]	Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia	Iter , Dan and Yoon , Jong H. and Jurafsky , Dan	2018	North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT) Workshop on Computational Linguistics and Clinical Psychology
Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng. 2012. Semantic Compositionality Through Recursive Matrix-Vector Spaces. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Semantic Compositionality Through Recursive Matrix-Vector Spaces	Richard Socher and Brody Huval and Christopher D. Manning and Andrew Y. Ng	2012	Empirical Methods in Natural Language Processing (EMNLP)
Christopher D. Manning and Ivan A. Sag. 1999. Dissociations between Argument Structure and Grammatical Relations. Lexical And Constructional Aspects of Linguistic Explanation. [paper, bib]	Dissociations between Argument Structure and Grammatical Relations	Christopher D. Manning and Ivan A. Sag	1999	Lexical And Constructional Aspects of Linguistic Explanation
Jenny Hong, Derek Chong and Christopher Manning. 2021. Learning from Limited Labels for Long Legal Dialogue. Proceedings of the Natural Legal Language Processing Workshop 2021. [paper, bib]	Learning from Limited Labels for Long Legal Dialogue	Hong , Jenny and Chong , Derek and Manning , Christopher	2021	Proceedings of the Natural Legal Language Processing Workshop 2021
Joakim Nivre, Paola Marongiu, Filip Ginter, Jenna Kanerva, Simonetta Montemagni, Sebastian Schuster and Maria Simi. 2018. Enhancing Universal Dependency Treebanks: A Case Study. Proceedings of the Second Workshop on Universal Dependencies (UDW 2018). [paper, bib]	Enhancing Universal Dependency Treebanks: A Case Study	Nivre , Joakim and Marongiu , Paola and Ginter , Filip and Kanerva , Jenna and Montemagni , Simonetta and Schuster , Sebastian and Simi , Maria	2018	Proceedings of the Second Workshop on Universal Dependencies (UDW 2018)
Jiwei Li and Dan Jurafsky. 2015. Do Multi-Sense Embeddings Improve Natural Language Understanding? Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Do Multi-Sense Embeddings Improve Natural Language Understanding?	Li , Jiwei and Jurafsky , Dan	2015	Empirical Methods in Natural Language Processing (EMNLP)
Silei Xu, Sina Semnani, Giovanni Campagna and Monica Lam. 2020. AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data	Xu , Silei and Semnani , Sina and Campagna , Giovanni and Lam , Monica	2020	Empirical Methods in Natural Language Processing (EMNLP)
Jenny Rose Finkel and Christopher D. Manning. 2010. Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data. Association for Computational Linguistics (ACL). [paper, bib]	Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data	Jenny Rose Finkel and Christopher D. Manning	2010	Association for Computational Linguistics (ACL)
Sharon Goldwater, Dan Jurafsky and Christopher D. Manning. 2008. Which words are hard to recognize? Lexical, prosodic, and disfluency factors that increase ASR error rates. Association for Computational Linguistics-Human Language Technologies (ACL-HLT). [paper, bib]	Which words are hard to recognize? Lexical , prosodic , and disfluency factors that increase ASR error rates	Sharon Goldwater and Dan Jurafsky and Christopher D. Manning	2008	Association for Computational Linguistics - Human Language Technologies (ACL-HLT)
Will Y. Zou, Richard Socher, Daniel Cer and Christopher D. Manning. 2013. Bilingual Word Embeddings for Phrase-Based Machine Translation. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Bilingual Word Embeddings for Phrase-Based Machine Translation	Will Y. Zou and Richard Socher and Daniel Cer and Christopher D. Manning	2013	Empirical Methods in Natural Language Processing (EMNLP)
Dan Klein and Christopher D. Manning. 2002. Conditional Structure versus Conditional Estimation in NLP Models. Empirical Methods in Natural Language Processing (EMNLP). [paper, bib]	Conditional Structure versus Conditional Estimation in NLP Models	Dan Klein and Christopher D. Manning	2002	Empirical Methods in Natural Language Processing (EMNLP)
Lluís Màrquez, Marta Recasens and Emili Sapena. 2012. Coreference resolution: an empirical study based on SemEval-2010 shared Task 1. Language Resources and Evaluation. [paper, bib]	Coreference resolution: an empirical study based on SemEval-2010 shared Task 1	Lluís Màrquez and Marta Recasens and Emili Sapena	2012	Language Resources and Evaluation
Dan Klein and Christopher D. Manning. 2004. Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency. Association for Computational Linguistics (ACL). [paper, bib]	Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency	Dan Klein and Christopher D. Manning	2004	Association for Computational Linguistics (ACL)