Fetching the paper…
Reading the bibliography…
Understanding human's language requires complex world knowledge.
A Knowledge Hunting Framework for Common Sense Reasoning. In Proceedings of EMNLP 2018 . 1949–1958
Ali Emami, Noelia De La Cruz, Adam Trischler, Kaheer Suleman, and Jackie Chi Kit Cheung. 2018 · 1958
Earlier work this paper cites.
A preferential, pattern-seeking, semantics for natural language inference
Yorick Wilks. 1975 · 1975
Earlier work this paper cites.
Events, Processes, and States
Alexander P. D. Mourelatos. 1978 · 1978
Earlier work this paper cites.
The algebra of events
Emmon Bach. 1986 · 1986
Earlier work this paper cites.
Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project
Douglas B. Lenat and R. V. Guha. 1989 · 1989
Earlier work this paper cites.
Semantic Structures
Ray Jackendoff (Ed.). 1990 · 1990
Earlier work this paper cites.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
The Berkeley FrameNet Project. In Proceedings of COLING-ACL 1998 . 86–90
Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998 · 1998
Earlier work this paper cites.
WordNet: an electronic lexical database
Christiane Fellbaum (Ed.). 1998 · 1998
Earlier work this paper cites.
Snowball: Extracting relations from large plain-text collections. In Proceedings of ACM DL 2000 . 85–94
Eugene Agichtein and Luis Gravano. 2000 · 2000
Earlier work this paper cites.
Open Mind Common Sense: Knowledge acquisition from the general public. In Proceedings of OTM 2002 . 1223–1237
Push Singh, Thomas Lin, Erik T Mueller, Grace Lim, Travell Perkins, and Wan Li Zhu. 2002 · 2002
Earlier work this paper cites.
The timebank corpus. In Corpus linguistics , Vol. 2003. 40
James Pustejovsky, Patrick Hanks, Roser Sauri, Andrew See, Robert Gaizauskas, Andrea Setzer, Dragomir Radev, Beth Sundheim, David Day, Lisa Ferro, et al · 2003
Earlier work this paper cites.
WebScale Information Extraction in KnowItAll (Preliminary Results). In Proceedings of WWW 2004 . 100–110
Oren Etzioni, Michael Cafarella, and Doug Downey. 2004 · 2004
Earlier work this paper cites.
ConceptNet–a practical commonsense reasoning tool-kit
Hugo Liu and Push Singh. 2004 · 2004
Earlier work this paper cites.
The NomBank Project: An Interim Report. In Proceedings of the Workshop Frontiers in Corpus Annotation@HLT-NAACL 2004
Adam Meyers, Ruth Reeves, Catherine Macleod, Rachel Szekely, Veronika Zielinska, Brian Young, and Ralph Grishman. 2004 · 2004
Earlier work this paper cites.
The ACE evaluation plan
NIST. 2005 · 2005
Earlier work this paper cites.
The proposition bank: An annotated corpus of semantic roles
Martha Palmer, Daniel Gildea, and Paul Kingsbury. 2005 · 2005
Cited alongside, same era.
DBpedia: A Nucleus for a Web of Open Data. In Proceedings of ISWC-ASWC 2007 . 722–735
Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary G. Ives. 2007 · 2007
Cited alongside, same era.
Open Information Extraction from the Web. In Proceedings of IJCAI 2007 . 2670–2676
Michele Banko, Michael J. Cafarella, Stephen Soderland, Matthew Broadhead, and Oren Etzioni. 2007 · 2007
Cited alongside, same era.
The penn discourse treebank 2.0 annotation manual
Rashmi Prasad, Eleni Miltsakaki, Nikhil Dinesh, Alan Lee, Aravind Joshi, Livio Robaldo, and Bonnie L Webber. 2007 · 2007
Cited alongside, same era.
Yago: a core of semantic knowledge. In Proceedings of WWW 2007 . 697–706
Fabian M. Suchanek, Gjergji Kasneci, and Gerhard Weikum. 2007 · 2007
Cited alongside, same era.
Glove: Global Vectors for Word Representation. In Proceedings of EMNLP 2014 . 1532–1543
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Later among the works it cites.
Adam: A method for stochastic optimization. In Proceedings of ICLR 2015
Diederick P Kingma and Jimmy Ba. 2015 · 2015
Later among the works it cites.
Knowlywood: Mining Activity Knowledge From Hollywood Narratives. In Proceedings of CIKM 2015 . 223–232
Niket Tandon, Gerard de Melo, Abir De, and Gerhard Weikum. 2015 · 2015
Later among the works it cites.
The conll-2015 shared task on shallow discourse parsing. In CoNLL Shared Task . 1–16
Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, Rashmi Prasad, Christopher Bryant, and Attapol Rutherford. 2015 · 2015
Later among the works it cites.
Towards a Definition of Knowledge Graphs. In Proceedings of SEMANTiCS-SuCCESS 2016
Lisa Ehrlinger and Wolfram Wöß. 2016 · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Freebase: a collaboratively created graph database for structuring human knowledge. In Proceedings of SIGMOD 2008 . 1247–1250
Kurt D. Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, and Jamie Taylor. 2008 · 2008
Cited alongside, same era.
The New York Times Annotated Corpus LDC2008T19
Sandhaus and Evan. 2008 · 2008
Cited alongside, same era.
Toward an Architecture for Never-Ending Language Learning. In Proceedings of AAAI 2010 . 1306–1313
Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka Jr., and Tom M. Mitchell. 2010 · 2010
Cited alongside, same era.
The Winograd schema challenge.. In AAAI Spring Symposium: Logical formalizations of commonsense reasoning , Vol. 46. 47
Hector J Levesque, Ernest Davis, and Leora Morgenstern. 2011 · 2011
Cited alongside, same era.
Resolving Complex Cases of Definite Pronouns: The Winograd Schema Challenge. In Proceedings of EMNLP 2012 . 777–789
Altaf Rahman and Vincent Ng. 2012 · 2012
Cited alongside, same era.
Probase: A Probabilistic Taxonomy for Text Understanding. In Proceedings of SIGMOD 2012 . 481–492
Wentao Wu, Hongsong Li, Haixun Wang, and Kenny Q. Zhu. 2012 · 2012
Cited alongside, same era.
Semantic Parsing on Freebase from Question-Answer Pairs. In Proceedings of EMNLP 2013 . 1533–1544
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013 · 2013
Cited alongside, same era.
OpenSubtitles2016: Extracting Large Parallel Corpora from Movie and TV Subtitles. In Proceedings of LREC 2016
Pierre Lison and Jörg Tiedemann. 2016 · 2016
Later among the works it cites.
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension. In Proceedings of NAACL-HLT 2018 . 1595–1604
Bhavana Dalvi, Lifu Huang, Niket Tandon, Wen-tau Yih, and Peter Clark. 2018 · 2018
Later among the works it cites.
Joint reasoning for temporal and causal relations. In ACL . 2278–2288
Qiang Ning, Zhili Feng, Hao Wu, and Dan Roth. 2018 · 2018
Later among the works it cites.
Event2Mind: Commonsense Inference on Events, Intents, and Reactions. In Proceedings of ACL 2018 . 463–473
Noah A. Smith, Yejin Choi, Maarten Sap, Hannah Rashkin, and Emily Allaway. 2018 · 2018
Later among the works it cites.
A Simple Method for Commonsense Reasoning
Trieu H. Trinh and Quoc V. Le. 2018 · 2018
Later among the works it cites.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of NAACL-HLT 2019 . 4171–4186
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Closest in time.
A Surprisingly Robust Trick for the Winograd Schema Challenge. In Proceedings of ACL 2019 . 4837–4842
Vid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu, Yordan Yordanov, and Thomas Lukasiewicz. 2019 · 2019
Closest in time.
Language Models are Unsupervised Multitask Learners
Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
Closest in time.
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning. In Proceedings of AAAI 2019 . 3027–3035
Maarten Sap, Ronan LeBras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A. Smith, and Yejin Choi. 2019 · 2019
Closest in time.
SP-10K: A large-scale evaluation set for selectional preference acquisition. In Proceedings of ACL 2019 . 722–731
Hongming Zhang, Hantian Ding, and Yangqiu Song. 2019 · 2019
Closest in time.