@article(scasp, author = {Joaquin Arias and Manuel Carro and Elmer Salazar and Kyle Marple and Gopal Gupta}, year = {2018}, title = {Constraint answer set programming without grounding}, journal = {TPLP}, volume = {18}, number = {3-4}, pages = {337--354}, doi = {10.1017/S1471068418000285}, ) @inproceedings(aqua, author = {Kinjal Basu and Farhad Shakerin and Gopal Gupta}, year = {2020}, title = {{AQuA: ASP-Based Visual Question Answering}}, booktitle = {Practical Aspects of Declarative Languages}, publisher = {Springer International Publishing}, address = {Cham}, pages = {57--72}, doi = {10.1007/978-3-030-39197-3\_4}, ) @book(asp, author = {Michael Gelfond and Yulia Kahl}, year = {2014}, title = {Knowledge representation, reasoning, and the design of intelligent agents: The answer-set programming approach}, publisher = {Cambridge University Press}, doi = {10.1017/CBO9781139342124}, ) @inproceedings(stablemodel, author = {Michael Gelfond and Vladimir Lifschitz}, year = {1988}, title = {The stable model semantics for logic programming.}, booktitle = {ICLP/SLP}, volume = {88}, pages = {1070--1080}, ) @article(lstm, author = {Sepp Hochreiter and J{\"u}rgen Schmidhuber}, year = {1997}, title = {Long short-term memory}, journal = {Neural computation}, volume = {9}, number = {8}, pages = {1735--1780}, doi = {10.1162/neco.1997.9.8.1735}, ) @article(vn, author = {Karin Kipper and Anna Korhonen and Neville Ryant and Martha Palmer}, year = {2008}, title = {A large-scale classification of English verbs}, journal = {Language Resources and Evaluation}, volume = {42}, number = {1}, pages = {21--40}, doi = {10.1007/s10579-007-9048-2}, ) @inproceedings(dmn, author = {Ankit Kumar}, year = {2016}, title = {Ask me anything: Dynamic memory networks for natural language processing}, booktitle = {ICML}, pages = {1378--1387}, doi = {10.1109/ASYU48272.2019.8946411}, ) @article(cyc, author = {Douglas B Lenat}, year = {1995}, title = {CYC: A large-scale investment in knowledge infrastructure}, journal = {Communications of the ACM}, volume = {38}, number = {11}, pages = {33--38}, doi = {10.1145/219717.219745}, ) @book(verbclasses, author = {Beth Levin}, year = {1993}, title = {English verb classes and alternations: A preliminary investigation}, publisher = {U. Chicago Press}, doi = {10.1075/fol.2.1.16noe}, ) @inproceedings(ALM, author = {Yuliya Lierler and Daniela Inclezan and Michael Gelfond}, year = {2017}, title = {Action languages and question answering}, booktitle = {IWCS 2017 - 12th International Conference on Computational Semantics - Short papers}, ) @inproceedings(corenlp, author = {Christopher D. Manning and Mihai Surdeanu and John Bauer and Jenny Finkel and Steven J. Bethard and David McClosky}, year = {2014}, title = {The {Stanford} {CoreNLP} {NLP} Toolkit}, booktitle = {ACL System Demonstrations}, pages = {55--60}, doi = {10.3115/v1/P14-5010}, ) @article(penntree, author = {Mitch Marcus and Beatrice Santorini and Mary Ann Marcinkiewicz}, year = {1993}, title = {Building a {L}arge {A}nnotated {C}orpus of {E}nglish: {T}he {P}enn {T}reebank}, journal = {Computational Linguistics}, volume = {19}, number = {2}, pages = {313--330}, doi = {10.21236/ada273556}, ) @article(sasp, author = {Kyle Marple and Elmer Salazar and Gopal Gupta}, year = {2017}, title = {Computing stable models of normal logic programs without grounding}, journal = {arXiv preprint arXiv:1709.00501}, ) @inproceedings(mitra, author = {Arindam Mitra and Chitta Baral}, year = {2016}, title = {Addressing a question answering challenge by combining statistical methods with inductive rule learning and reasoning}, booktitle = {Proc. AAAI}, ) @article(mitrabaral18, author = {Arindam Mitra and Chitta Baral}, year = {2018}, title = {Incremental and iterative learning of answer set programs from mutually distinct examples}, journal = {Theory and Practice of Logic Programming}, volume = {18}, number = {3-4}, pages = {623--637}, doi = {10.1017/S1471068418000248}, ) @inproceedings(caspr, author = {D. Pendharkar and G. Gupta}, year = {2019}, title = {An {ASP} {B}ased {A}pproach to {A}nswering {Q}uestions for {N}atural {L}anguage {T}ext}, booktitle = {International Symposium on PADL}, organization = {Springer}, pages = {46--63}, doi = {10.1007/978-3-030-05998-9\_4}, ) @article(uni_dependency, author = {Peng Qi and Timothy Dozat and Yuhao Zhang and Christopher D Manning}, year = {2019}, title = {Universal dependency parsing from scratch}, journal = {arXiv preprint arXiv:1901.10457}, doi = {10.18653/v1/K18-2016}, ) @article(squad2, author = {Pranav Rajpurkar and Robin Jia and Percy Liang}, year = {2018}, title = {Know what you don't know: {U}nanswerable questions for {SQuAD}}, journal = {arXiv preprint arXiv:1806.03822}, doi = {10.18653/v1/P18-2124}, ) @article(squad1, author = {Pranav Rajpurkar and Jian Zhang and Konstantin Lopyrev and Percy Liang}, year = {2016}, title = {{SQuAD: 100,000+ Questions for Machine Comprehension of Text}}, journal = {arXiv preprint arXiv:1606.05250}, doi = {10.18653/v1/D16-1264}, ) @inproceedings(mctest, author = {Matthew Richardson and Christopher JC Burges and Erin Renshaw}, year = {2013}, title = {{MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text}}, booktitle = {Proceedings of the 2013 EMNLP}, pages = {193--203}, ) @book(d_semantics, author = {David A Schmidt}, year = {1986}, title = {Denotational semantics: a methodology for language development, {William C}}, publisher = {Brown Publishers, Dubuque, IA, USA}, ) @article(fold, author = {Farhad Shakerin and Elmer Salazar and Gopal Gupta}, year = {2017}, title = {A new algorithm to automate inductive learning of default theories}, journal = {Theory and Practice of Logic Programming}, volume = {17}, number = {5-6}, pages = {1010--1026}, doi = {10.1017/s1471068417000333}, ) @article(babi, author = {Jason Weston}, year = {2015}, title = {Towards {AI}-{C}omplete {Q}uestion {A}nswering: {A} {S}et of {P}rerequisite {T}oy {T}asks}, journal = {arXiv preprint arXiv:1502.05698}, ) @inproceedings(wikiqa, author = {Yi Yang and Wen-tau Yih and Christopher Meek}, year = {2015}, title = {{W}iki{QA}: {A} {C}hallenge {D}ataset for {O}pen-{D}omain {Q}uestion {A}nswering}, booktitle = {Proceedings of the 2015 EMNLP}, publisher = {ACL}, address = {Lisbon, Portugal}, pages = {2013--2018}, doi = {10.18653/v1/D15-1237}, url = {https://www.aclweb.org/anthology/D15-1237}, )