Objave:
SMAILOVIĆ, Jasmina, GRČAR, Miha, LAVRAČ, Nada, ŽNIDARŠIČ, Martin (2016). Dynamic parameter adaptation of SVM based active learning methodology. V: proceedings of AL@iKNOW 2016, Graz Austria, October 18, 2016, (CEUR workshopproceedings, vol. 1707). CEUR-WS, 2016.[COBISS.SI-ID 29892903]. (pdf)
SMAILOVIĆ, Jasmina, ŽNIDARŠIČ, Martin, VALENTINČIČ Aljoša, LONČARSKI, Igor, PAHOR, Marko, MARTINS, Pedro Tiago, POLLAK, Senja (2017). Automatic Analysis of Annual Financial Reports: A Case Study. Computación y sistemas, 2017, vol. 21, no. 4, str. 809-818. [COBISS.SI-ID 24345318]. (pdf)
ŠKVORC, Tadej, KREK, Simon, POLLAK, Senja, ARHAR HOLDT, Špela, ROBNIK ŠIKONJA, Marko. Evaluation of statistical readability measures on Slovene texts. V: Zbornik konference Jezikovne tehnologije in digitalna humanistika, 20. 9- 21. 9 2018, Ljubljana, Slovenija. Znanstvena založba Filozofske fakultete. 2018, str. 240-247. [CORLISS.SI-ID 1537918915]. (pdf)
ŽNIDARŠIČ, Martin, SMAILOVIĆ, Jasmina, GORŠE, Jan, GRČAR, Miha, MOZETIČ, Igor, POLLAK, Senja (2018) Trust and Doubt Terms in Financial Tweets and Periodic Reports. V: LREC 2018 workshop : proceedings : The First Financial Narrative Processing Workshop (FNP 2018), 7 May, Miyazaki, Japan. European Language Resources Association. 2018, str. 59-65. [COBISS.SI-ID 31366695]. (pdf)
ŠTIHEC, Jan, ŽNIDARŠIČ, Martin, POLLAK, Senja. Simplified hybrid approach for detection of semantic orientations in Economic Texts. V: Advances in information retrieval : 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018 : proceedings, (Lecture notes in computer science). Springer. 2018, str. 692-698. [COBISS.SI-ID 31308327].
PURVER, Matthew, VALENTINČIČ, Aljoša, PAHOR, Marko, POLLAK, Senja. Diachronic lexical changes in company report : an initial investigation. V: LREC 2018 workshop : proceedings : The First Financial Narrative Processing Workshop (FNP 2018), 7 May, Miyazaki, Japan. European Language Resources Association. 2018, str. 23-30. [COBISS.SI-ID 31366439] (pdf)
FOYE, James and VALENTINCIC, Aljosa, A Dividend-Based Model to Explain the Cross Section of Equity Returns for Both Financial and Non-Financial Stocks (October 11, 2017). http://dx.doi.org/10.2139/ssrn.3051173
MARTINC, Matej, ŽNIDARŠIČ, Martin, POLLAK, Senja. Workflows for rapid classification and analysis of financial reports, (IJS delovno poročilo, 12785). 2019. [COBISS.SI-ID 32186407]
PURVER, Matthew, VALENTINČIČ, Aljoša, PAHOR, Marko, ŽNIDARŠIČ, Martin, POLLAK, Senja. Using lexical embeddings to investigate changes in financial behaviour, (IJS delovno poročilo, 12786). 2019. [COBISS.SI-ID 32186663]
GORŠE, Jan, ŽNIDARŠIČ, Martin, POLLAK, Senja. Processes and tools for preparation of annual reports corpora, (IJS delovno poročilo, 12781). 2019. [COBISS.SI-ID 32197159]
KRALJ NOVAK, Petra, ŽNIDARŠIČ, Martin, POLLAK, Senja, ŠTIHEC, Jan. Experimental assessment of the importance of informal communication and unregulated parts of annual reports for capital markets, (IJS delovno poročilo, 12780). 2019. [COBISS.SI-ID 32191527]
Predstavitve in dogodki:
ŽNIDARŠIČ, Martin, SMAILOVIĆ, Jasmina, LAVRAČ, Nada, GRČAR, Miha, POLLAK, Senja, VALENTINČIČ, Aljoša (2016). Sentiment analysis and linguistic properties modelling in capital markets : poster presentation at SMiLe – Spring Workshop on Mining and Learning, 3-5 Februar 2016, Saigerhoeh, Germany. 2016. [COBISS.SI-ID 29279271]
SMAILOVIĆ, Jasmina, POLLAK, Senja, GRČAR, Miha, MOZETIČ, Igor, ŽNIDARŠIČ, Martin. Preliminary analysis of trust and doubt in financial tweets and annual reports : presented at DAFC 2017, Discourse approaches to financial communication, July 3-6, 2017, Lugano, Switzerland. [COBISS.SI-ID 30665511]
SMAILOVIĆ, Jasmina, ŽNIDARŠIČ, Martin, VALENTINČIČ, Aljoša, LONČARSKI, Igor, PAHOR, Marko, MARTINS, Pedro, POLLAK, Senja. Automatic analysis of financial annual reports : a case study. V: 18th International conference on computational linguistics and intelligent text processing, Budapest, Hungary, April 17 – 23, 2017 : poster sessions. CICLing. 2017. [COBISS.SI-ID 24136166]
ŠKRLJ, Blaž, KRALJ, Jan, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. Semantics-aware recurrent neural architectures : presented at 6th International Conference on Statistical Language and Speech Processing, SLSP 2018, Mons, Belgium October 15-16, 2018. [COBISS.SI-ID 31789607]
MARTINC, Matej, VALENTINČIČ, Aljoša, ŽNIDARŠIČ, Martin, POLLAK, Senja. Text classification of financial annual reports. Poster presented at: CLIN 29, 31 January 2019, Groningen. [COBISS.SI-ID 32129575]
KRALJ NOVAK, Petra. Social media stance mining applications : presented at SouthernData Science Conference, October 18, 2018, Orlando, Florida. [COBISS.SI-ID 31810599]
ŽNIDARŠIČ, Martin. Pristopi strojnega učenja in aplikacije v ekonomiji : seminar Gibanje za ekonomsko pluralnost, Ekonomska Fakulteta, 23. 11. 2018, Ljubljana, Slovenija. [COBISS.SI-ID 31648551]
KRALJ NOVAK, Petra. Emojis, sentiment and stance in social media. V: Discovery science : 21st International Conference, DS 2018 Limassol, Cyprus, October 29-31, 2018 : proceedings, (Lecture notes in artificial intelligence, LNAI 11198). Cham: Springer. 2018, 1 str. [COBISS.SI-ID 31849767]