Detection of contradictions in pairs of texts in Kazakh
| Thesis title in Czech: | Detekce kontradikce mezi dvěma texty v kazaštině |
|---|---|
| Thesis title in English: | Detection of contradictions in pairs of texts in Kazakh |
| Key words: | kontradikce zpracování přirozeného jazyka kazaština |
| English key words: | contradiction natural language processing Kazakh |
| Academic year of topic announcement: | 2018/2019 |
| Thesis type: | Bachelor's thesis |
| Thesis language: | angličtina |
| Department: | Institute of Formal and Applied Linguistics (32-UFAL) |
| Supervisor: | Mgr. Rudolf Rosa, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 20.09.2018 |
| Date of assignment: | 20.09.2018 |
| Confirmed by Study dept. on: | 21.09.2018 |
| Date and time of defence: | 05.09.2019 09:00 |
| Date of electronic submission: | 19.07.2019 |
| Date of submission of printed version: | 19.07.2019 |
| Date of proceeded defence: | 05.09.2019 |
| Opponents: | Mgr. et Mgr. Ondřej Dušek, Ph.D. |
| Guidelines |
| Cílem bakalářské práce je implementovat nástroj, který umožní hledat kontradikce mezi dvěma texty v kazaštině.
Vstupem aplikace budou dva texty v kazaštině. Úkolem aplikace bude: - nalézt v textech věty, které hovoří o tomtéž - nalézt v těchto větách případné kontradikce Výstupem aplikace bude seznam vět s nalezenými kontradikcemi. Aplikace bude implementována v jazyce Python, a bude využívat vhodné existující NLP nástroje a data (například Universal Dependencies, UDPipe, word2vec). |
| References |
| Marneffe, Marie-Catherine, Anna N. Rafferty, and Christopher D. Manning. "Finding contradictions in text." Proceedings of ACL-08: HLT (2008): 1039-1047.
Padó, Sebastian, et al. "Deciding Entailment and Contradiction with Stochastic and Edit Distance-based Alignment." TAC. 2008. Milan Straka and Jana Straková. Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe. In Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Vancouver, Canada, August 2017. Universal Dependencies, http://universaldependencies.org/ Mikolov, Tomas, et al. "Efficient estimation of word representations in vector space." arXiv preprint arXiv:1301.3781(2013). GIAMPICCOLO, Danilo, et al. The third pascal recognizing textual entailment challenge. In: Proceedings of the ACL-PASCAL workshop on textual entailment and paraphrasing. Association for Computational Linguistics, 2007. p. 1-9. NGUYEN, Kim Anh; WALDE, Sabine Schulte im; VU, Ngoc Thang. Integrating distributional lexical contrast into word embeddings for antonym-synonym distinction. arXiv preprint arXiv:1605.07766, 2016. |