• 2016
2016-12-08 » A survey of the current state of reading comprehension
2016-11-06 » Takeaways from emnlp 2016
2016-06-28 » Sequence-to-sequence models for semantic parsing
2016-06-20 » Quick naacl 2016 reactions

• 2015
2015-01-19 » Reducing the rank in relational factorization models by including observable patterns; nickel, jiang, and tresp, nips 2014
2015-01-18 » Three more word embeddings papers
2015-01-14 » Tensor decompositions and applications; kolda and bader, sirev 2009
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

• 2012
2012-08-27 » Centering: a framework for modeling the local coherence of discourse, by grosz, joshi and weinstein, cl 1995.
2012-05-25 » A bayesian approach to unsupervised semantic role induction, by ivan titov and alexandre klementiev. eacl 2012
2012-05-23 » This is watson
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.
2012-01-10 » Painless unsupervised learning with features, by taylor berg-kirkpatrick, alexandre bouchard-cote, john denero, and dan klein, naacl 2010.
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.
2012-01-02 » A typology of near-identity relations for coreference (nident), by marta recasens, eduard hovy, and m. antonia marti, lrec 2010.

• 2011
2011-12-29 » Integrating semantic frames from multiple sources, by namhee kwon and eduard hovy, cicling 2006
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.
2011-12-01 » 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.
2011-11-14 » Linguistic structure prediction, by noah smith.
2011-11-11 » An entity-level approach to information extraction, by haghighi and klein, acl 2010.
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.
2011-11-08 » Beyond nombank: a study of implicit arguments for nominal predicates, by matthew gerber and joyce y. chai, acl 2010.
2011-10-29 » Filling knowledge gaps in text for machine reading, by anselmo peñas and eduard hovy, coling 2010.
2011-10-29 » Large-scale extraction and use of knowledge from text, by peter clark and phil harrison, k-cap 2009.
2011-10-24 » Coreference resolution across corpora: languages, coding schemes, and preprocessing information, by marta recasens and eduard hovy (acl 2010)
2011-10-22 » A fast, effective, non-projective, semantically-enriched parser, by stephen tratz and eduard hovy
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
2011-09-21 » Coreference resolution with world knowledge, by altaf rahman and vincent ng, acl 2011
2011-09-20 » Types of common-sense knowledge needed for recognizing textual entailment, lobue and yates, acl 2011
2011-09-07 » Conditional structure versus conditional estimation in nlp models; klein and manning, emnlp 2002.
2011-08-30 » First post! learning to win by reading manuals in a monte-carlo framework, by branavan, silver, and barzilay