NLP 3 Common-sense knowledge 2 Textual Entailment 1 Coreference Resolution 10 Relation Extraction 8 Distant Supervision 2 Dependency Parsing 1 Common-sense reasoning 1 Semantics 4 Relation extraction 1 LDA 1 Unsupervised Learning 1 Question Answering 1 Semantic Role Labeling 1 Linguistics 1 Word Embeddings 4 Neural Networks 4 Skip-gram 3 Tensors 2 Knowledge Base Inference 1 NAACL 1 Semantic parsing 2 Cloze 1 Conference takeaways 1 Reading comprehension 1

• NLP
2012-01-10 » Painless Unsupervised Learning with Features, by Taylor Berg-Kirkpatrick, Alexandre Bouchard-Cote, John DeNero, and Dan Klein, NAACL 2010.
2011-11-14 » Linguistic Structure Prediction, by Noah Smith.
2011-09-07 » Conditional structure versus conditional estimation in NLP models; Klein and Manning, EMNLP 2002.

• Common-sense knowledge
2011-10-29 » Large-Scale Extraction and Use of Knowledge from Text, by Peter Clark and Phil Harrison, K-CAP 2009.
2011-09-20 » Types of common-sense knowledge needed for recognizing textual entailment, LoBue and Yates, ACL 2011

• Textual Entailment
2011-09-20 » Types of common-sense knowledge needed for recognizing textual entailment, LoBue and Yates, ACL 2011

• Coreference Resolution
2012-01-02 » A Typology of Near-Identity Relations for Coreference (NIDENT), by Marta Recasens, Eduard Hovy, and M. Antonia Marti, LREC 2010.
2011-12-27 » Coreference for Learning to Extract Relations: Yes, Virginia, Coreference Matters, by Ryan Gabbard, Marjorie Freedman, and Ralph Weischedel (some folks at Raytheon), ACL 2011 short paper.
2011-12-01 » Supervised Noun Phrase Coreference Research: The First Fifteen Years, by Vincent Ng, ACL 2010.
2011-11-29 » Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task, by Lee, Peirsman, Chang, Chambers, Surdeanu, and Jurafsky.
2011-11-29 » Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models, by Sameer Signh, Amarnag Subramanya, Fernando Pereira, and Andrew McCallum, ACL 2011.
2011-11-10 » Coreference resolution in a modular, entity-centered model, by Haghighi and Klein, NAACL 2010.
2011-11-10 » Simple coreference resolution with rich syntactic and semantic features, by Haghighi and Klein, EMNLP 2009.
2011-11-10 » Unsupervised Coreference Resolution in a Nonparametric Bayesian Model, by Aria Haghighi and Dan Klein, ACL 2007.
2011-10-24 » Coreference resolution across corpora: languages, coding schemes, and preprocessing information, by Marta Recasens and Eduard Hovy (ACL 2010)
2011-09-21 » Coreference Resolution with World Knowledge, by Altaf Rahman and Vincent Ng, ACL 2011

• Relation Extraction
2012-01-05 » Learning Arguments and Supertypes of Semantic Relations using Recursive Patterns, by Zornitsa Kozareva and Eduard Hovy, ACL 2010.
2012-01-04 » Toward Completeness in Concept Extraction and Classification, by Eduard Hovy, Zornitsa Kozareva, and Ellen Riloff, EMNLP 2009.
2011-12-28 » Structured Relation Discovery using Generative Models, by Limin Yao, Aria Haghighi, Sebastian Riedel, and Andrew McCallum, EMNLP 2011.
2011-12-27 » Coreference for Learning to Extract Relations: Yes, Virginia, Coreference Matters, by Ryan Gabbard, Marjorie Freedman, and Ralph Weischedel (some folks at Raytheon), ACL 2011 short paper.
2011-12-26 » Collective Cross-Document Relation Extraction Without Labelled Data, by Limin Yao, Sebastian Riedel, and Andrew McCallum, EMNLP 2010.
2011-10-29 » Large-Scale Extraction and Use of Knowledge from Text, by Peter Clark and Phil Harrison, K-CAP 2009.
2011-09-29 » Mintz, Bills, Snow, Jurafsky, ACL-IJCNLP 2009. Distant supervision for relation extraction without labeled data.
2011-09-28 » Hoffmann et al, ACL 2011. Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations

• Distant Supervision
2011-09-29 » Mintz, Bills, Snow, Jurafsky, ACL-IJCNLP 2009. Distant supervision for relation extraction without labeled data.
2011-09-28 » Hoffmann et al, ACL 2011. Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations

• Dependency Parsing
2011-10-22 » A Fast, Effective, Non-Projective, Semantically-Enriched Parser, by Stephen Tratz and Eduard Hovy

• Common-sense reasoning
2011-10-29 » Filling Knowledge Gaps in Text for Machine Reading, by Anselmo Peñas and Eduard Hovy, COLING 2010.

• Semantics
2012-05-21 » Frame Semantics, by Charles J. Fillmore. SICOL 1981.
2012-02-06 » Cross-Cutting Models of Lexical Semantics, by Joseph Reisinger and Raymond Mooney, EMNLP 2011.
2011-12-29 » Integrating Semantic Frames from Multiple Sources, by Namhee Kwon and Eduard Hovy, CICLing 2006
2011-11-08 » Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates, by Matthew Gerber and Joyce Y. Chai, ACL 2010.

• Relation extraction
2011-11-11 » An Entity-Level Approach to Information Extraction, by Haghighi and Klein, ACL 2010.

• LDA
2011-12-28 » Structured Relation Discovery using Generative Models, by Limin Yao, Aria Haghighi, Sebastian Riedel, and Andrew McCallum, EMNLP 2011.

• Unsupervised Learning
2012-01-10 » Painless Unsupervised Learning with Features, by Taylor Berg-Kirkpatrick, Alexandre Bouchard-Cote, John DeNero, and Dan Klein, NAACL 2010.

• Question Answering
2012-05-23 » This is Watson

• Semantic Role Labeling
2012-05-25 » A Bayesian Approach to Unsupervised Semantic Role Induction, by Ivan Titov and Alexandre Klementiev. EACL 2012

• Linguistics
2012-08-27 » Centering: A Framework for Modeling the Local Coherence of Discourse, by Grosz, Joshi and Weinstein, CL 1995.

• Word Embeddings
2015-01-18 » Three More Word Embeddings Papers
2015-01-13 » Reactions to the skip-gram model (three papers)
2015-01-09 » Distributed Representations of Words and Phrases and their Compositionality; Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean; NIPS 2013
2015-01-08 » Efficient Estimation of Word Representations in Vector Space; Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean; ICLR 2013

• Neural Networks
2015-01-18 » Three More Word Embeddings Papers
2015-01-13 » Reactions to the skip-gram model (three papers)
2015-01-09 » Distributed Representations of Words and Phrases and their Compositionality; Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean; NIPS 2013
2015-01-08 » Efficient Estimation of Word Representations in Vector Space; Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean; ICLR 2013

• Skip-gram
2015-01-13 » Reactions to the skip-gram model (three papers)
2015-01-09 » Distributed Representations of Words and Phrases and their Compositionality; Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean; NIPS 2013
2015-01-08 » Efficient Estimation of Word Representations in Vector Space; Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean; ICLR 2013

• Tensors
2015-01-19 » Reducing the Rank in Relational Factorization Models by Including Observable Patterns; Nickel, Jiang, and Tresp, NIPS 2014
2015-01-14 » Tensor Decompositions and Applications; Kolda and Bader, SIREV 2009

• Knowledge Base Inference
2015-01-19 » Reducing the Rank in Relational Factorization Models by Including Observable Patterns; Nickel, Jiang, and Tresp, NIPS 2014

• NAACL
2016-06-20 » Quick NAACL 2016 Reactions

• Semantic parsing
2016-06-28 » Sequence-to-sequence models for semantic parsing
2016-06-20 » Quick NAACL 2016 Reactions

• Cloze
2016-06-20 » Quick NAACL 2016 Reactions

• Conference takeaways
2016-11-06 » Takeaways from EMNLP 2016

• Reading comprehension
2016-12-08 » A survey of the current state of reading comprehension