закладки (спрятать)59
- Scientists used machine learning to reveal new scientific knowledge hidden in old research papers.
- In mathematics, the Wasserstein or Kantorovich–Rubinstein metric or distance is a distance function defined between probability distributions on a given metric space M {\displaystyle M} M. Intuitively, if each distribution is viewed as a unit amount of "dirt" piled on M {\displaystyle M} M, the metric is the minimum "cost" of turning one pile into the other, which is assumed to be the amount of dirt that needs to be moved times the mean distance it has to be moved. Because of this analogy, the metric is known in computer science as the earth mover's distance.
- Can't remember what is precision and recall (sensitivity)? Why accuracy is not enough? Read the explanation with an example with a confusion matrix.
- We introduce Vicuna-13B, an open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT. Preliminary evaluation using GPT-4 as a judge shows Vicuna-13B achieves more than 90%* quality of OpenAI ChatGPT and Google Bard while outperforming other models like LLaMA and Stanford Alpaca in more than 90%* of cases. The cost of training Vicuna-13B is around $300. The code and weights, along with an online demo, are publicly available for non-commercial use.
публикации (спрятать)148
- Nomos Verlag, (2018)
- LREC, European Language Resources Association (ELRA), (2016)
- IEEE Trans. Med. Imaging, 35 (5): 1313-1321 (2016)
- JCDL, стр. 101-110. ACM, (2015)
- CoRR, (2018)
- (2020)cite arxiv:2008.09470Comment: Implementation available at https://github.com/ddangelov/Top2Vec.
- ICQE, том 1112 из Communications in Computer and Information Science, стр. 291-298. Springer, (2019)
- Universitat Pompeu Fabra, (2019)
- Association for Computational Linguistics, (2017)
- Proceedings of the 2004 SIAM International Conference on Data Mining, стр. 333--344. Lake Buena Vista, FL, Society for Industrial and Applied Mathematics, (апреля 2004)
- Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), стр. 390-395. Association for Computational Linguistics, (2017)
- (2020)
- Annals of Applied Statistics, (2007)
- Advances in Neural Information Processing Systems 18, 18, стр. 147. Cambridge, MA, MIT; 1998, (2006)
- Journal of Machine Learning Research, (января 2003)
- The Association for Computational Linguistics, (2015)
- Natural Language Engineering, 5 (2): 187-205 (1999)
- (2023)cite arxiv:2303.12712.
- Journal of Marketing Management, 31 (9-10): 1141--1157 (2015)
- CoRR, (2018)
- PLOS ONE, 17 (9): 1-34 (сентября 2022)
- Knowl. Based Syst., (января 2019)
- arXiv preprint arXiv:1810.12836, (2018)
- (декабря 2020)
- CoRR, (2019)
- CoRR, (2017)
- SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, стр. 299--306. New York, NY, USA, ACM Press, (2002)
- IEEE Trans. Educ., 62 (4): 305-311 (2019)
- Conference Proceedings of "3rd International Conference on Advanced Research Methods and Analytics", стр. 211-219. Valencia, Spain, Editorial Universitat Politècnica de València, (июля 2020)
- Food Quality and Preference, (2020)
- том 382 из ACM International Conference Proceeding Series, ACM, (2009)
- (2019)
- NAACL-HLT (1), abs/1904.01596, стр. 2970-3005. Association for Computational Linguistics, (2019)
- Language Resources and Evaluation Conference (LREC 2008), (2008)
- arXiv preprint arXiv:1810.04805, (2018)
- EMNLP, стр. 830-836. Association for Computational Linguistics, (2018)
- COLT, стр. 257-269. Omnipress, (2010)
- том 1112 из Communications in Computer and Information Science, Springer, (2019)
- CoRR, (2019)
- IEEE Transactions on Visualization and Computer Graphics, 13 (2): 294-304 (марта 2007)
- Eighth International Conference on Weblogs and Social Media (ICWSM-14). Available at (20/04/16) http://comp. social. gatech. edu/papers/icwsm14. vader. hutto. pdf, (2014)
- Proceedings of the Conference on Natural Language Processing (KONVENS), стр. (89-99). Vienna, Austria, (2018)
- Journal of Intelligent and Fuzzy Systems, 36 (5): 4599-4607 (2019)
- Leeds Metropolitan University, (апреля 2007)
- IEEE Workshop on Automatic Speech Recognition and Understanding, 2005., стр. 381--385. IEEE, (2005)
- ECML/PKDD (2), том 11907 из Lecture Notes in Computer Science, стр. 681-696. Springer, (2019)
- From Text to Political Positions: Text analysis across disciplines, (2014)
- DH, стр. 121-125. ACM, (2018)
- Koli Calling, стр. 40:1-40:2. ACM, (2020)
- (2017)
- Word, 10 (2-3): 146--162 (1954)
- ICDM Workshops, abs/1610.00219, стр. 99-106. IEEE Computer Society, (2016)
- ACL (1), стр. 388-397. Association for Computational Linguistics, (2017)
- Number 3 Article, 16 (3): 5--6 (2011)
- Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), стр. 133--142. (2019)
- HLT-NAACL, стр. 1120-1130. The Association for Computational Linguistics, (2013)
- CoRR, (2015)
- ICLR (Poster), OpenReview.net, (2019)
- (2021)cite arxiv:2106.09685Comment: Draft V2 includes better baselines, experiments on GLUE, and more on adapter latency.
- Advances in Neural Information Processing Systems, стр. 4862--4870. (2016)
- Comput. Educ., (2020)
- MIPRO, стр. 557-561. IEEE, (2019)
- CoRR, (2019)
- Knowledge Representation for Health Care Process-Oriented Information Systems in Health Care Extraction & Processing of Rich Semantics from Medical Texts, (2017)
- Omnipress, (2010)
- APSIPA, IEEE, (декабря 2014)
- CoRR, (2020)
- CoRR, (2019)
- Neurocomputing, (2017)
- CoRR, (2014)
- CoRR, (2014)
- Proceedings of the 32Nd International Conference on International Conference on Machine Learning - Volume 37, стр. 957--966. JMLR.org, (2015)
- IEEE Trans. Vis. Comput. Graph., 24 (1): 142-151 (2018)
- ICML, 14, стр. 1188--1196. (2014)
- (2016)cite arxiv:1606.01541.
- WWW, стр. 1142-1152. ACM, (2019)
- IEEE VAST, стр. 183-192. IEEE Computer Society, (2014)
- (2017)
- IJCAI, стр. 5123-5129. ijcai.org, (2019)
- CoRR, (2014)
- (2018)cite arxiv:1802.03426Comment: Reference implementation available at http://github.com/lmcinnes/umap.
- ACM Computing Surveys (CSUR), 54 (6): 1--35 (2021)
- (2013)cite arxiv:1301.3781.
- Advances in neural information processing systems, стр. 3111--3119. (2013)
- RANLP, стр. 258-263. RANLP 2009 Organising Committee / ACL, (2009)
- CoRR, (2016)
- Rep4NLP@ACL, стр. 148-157. Association for Computational Linguistics, (2016)
- ACL, стр. 299-309. Association for Computational Linguistics, (2017)
- 2015 IEEE Frontiers in Education Conference (FIE), стр. 1-9. IEEE Computer Society, (2015)
- (2023)
- Proceedings of the Association for Computational Linguistics (ACL), стр. 271--278. Association for Computational Linguistics, (2004)
- (2005)
- (2018)Online; accessed 29-June-2021.
- Physica A: Statistical Mechanics and its Applications, (2019)
- CoRR, (2020)
- Proceedings of the 10th international workshop on semantic evaluation (SemEval-2016), стр. 19--30. (2016)
- Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), стр. 486-495. The Association for Computer Linguistics, (2015)
- (2018)
- (июня 2023)
- ICML, том 382 из ACM International Conference Proceeding Series, стр. 889-896. ACM, (2009)
