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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 32 1 GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ... Qin, Libo; Chen, Qiguang; Xie, Tianbao. - : arXiv, 2022 BASE Show details 2 Reliability Testing for Natural Language Processing Systems ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Baxter, Kathy; Bennett, Greg. - : Underline Science Inc., 2021 BASE Show details 3 TraVLR: Now You See It, Now You Don't! Evaluating Cross-Modal Transfer of Visio-Linguistic Reasoning ... Chow, Keng Ji; Tan, Samson; Kan, Min-Yen. - : arXiv, 2021 BASE Show details 4 Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding ... Tan, Samson; Joty, Shafiq; Varshney, Lav R.. - : arXiv, 2020 BASE Show details 5 Domain Divergences: a Survey and Empirical Analysis ... Kashyap, Abhinav Ramesh; Hazarika, Devamanyu; Kan, Min-Yen. - : arXiv, 2020 BASE Show details 6 It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations ... Tan, Samson; Joty, Shafiq; Kan, Min-Yen. - : arXiv, 2020 BASE Show details 7 Exploring Question-Specific Rewards for Generating Deep Questions ... The 28th International Conference on Computational Linguistics 2020; ., Yansong; Kan, Min-Yen. - : Underline Science Inc., 2020 BASE Show details 8 Retrieving Skills from Job Description: A Language Model Based Extreme Multi-label Classification Framework ... The 28th International Conference on Computational Linguistics 2020; Bhola, Akshay; Halder, Kishaloy; Kan, Min-Yen; Prasad, Animesh. - : Underline Science Inc., 2020 Abstract: We introduce a deep learning model to learn the set of enumerated job skills associated with a job description. In our analysis of a large-scale government job portal mycareersfuture.sg, we observe that as much as 65% of job descriptions miss describing a significant number of relevant skills. Our model addresses this task from the perspective of an extreme multi-label classification (XMLC) problem, where descriptions are the evidence for the binary relevance of thousands of individual skills. Building upon the current state-of-the-art language modeling approaches such as BERT, we show our XMLC method improves on an existing baseline solution by over 9% and 7% absolute improvements in terms of recall and normalized discounted cumulative gain. We further show that our approach effectively addresses the missing skills problem, and helps in recovering relevant skills that were missed out in the job postings by taking into account the structured semantic representation of skills and their co-occurrences through ... Keyword: Computer and Information Science; Natural Language Processing; Neural Network URL: https://underline.io/lecture/6354-retrieving-skills-from-job-description-a-language-model-based-extreme-multi-label-classification-framework https://dx.doi.org/10.48448/h2xn-0365 BASE Hide details 9 A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages ... Luong, Minh-Thang; Nakov, Preslav; Kan, Min-Yen. - : arXiv, 2019 BASE Show details 10 Overview and Results: CL-SciSumm Shared Task 2019 ... Chandrasekaran, Muthu Kumar; Yasunaga, Michihiro; Radev, Dragomir. - : arXiv, 2019 BASE Show details 11 The CL-SciSumm Shared Task 2018: Results and Key Insights ... Jaidka, Kokil; Yasunaga, Michihiro; Chandrasekaran, Muthu Kumar. - : arXiv, 2019 BASE Show details 12 Temporal orientation of tweets for predicting income of users Saha, Sriparna; Ekbal, Asif; Hasanuzzaman, Mohammed... In: Hasanuzzaman, Mohammed orcid:0000-0003-1838-0091 , Kamila, Sabyasachi, Kaur, Mandeep, Saha, Sriparna and Ekbal, Asif (2017) Temporal orientation of tweets for predicting income of users. In: 55th Annual Meeting of the Association for Computational Linguistics, 30 Jul - 4 Aug 2017, Vancouver, Canada. (2017) BASE Show details 13 Dataset for "Towards Automated Related Work Summarization" ... Hoang, C.D.V.; Kan, Min-Yen. - : National University of Singapore, 2017 BASE Show details 14 A PDTB-styled end-to-end discourse parser LIN, ZIHENG; NG, HWEE TOU; KAN, MIN-YEN In: Natural language engineering. - Cambridge : Cambridge University Press 20 (2014) 2, 151-184 OLC Linguistik Show details 15 ACL Anthology Reference Corpus Kan, Min-Yen; Bird, Steven. - : Linguistic Data Consortium, 2009. : https://www.ldc.upenn.edu, 2009 BASE Show details 16 ACL Anthology Reference Corpus ... Kan, Min-Yen; Bird, Steven. - : Linguistic Data Consortium, 2009 BASE Show details 17 LyricAlly: automatic synchronization of textual lyrics to acoustic music signals Kan, Min-Yen; Nwe, Tin Lay; Shenoy, Arun... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 16 (2008) 2, 338-349 BLLDB OLC Linguistik Show details 18 The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics Bird, Steven; Dale, Robert; Dorr, Bonnie J. - : Paris : European Language Resources Association (ELRA), 2008 BASE Show details 19 A Public Reference Implementation of the RAP Anaphora Resolution Algorithm ... Qiu, Long; Kan, Min-Yen; Chua, Tat-Seng. - : arXiv, 2004 BASE Show details 20 Combining Visual Layout and Lexical Cohesion Features for Text Segmentation Kan, Min-Yen. - : Department of Computer Science, Columbia University, 2001 BASE Show details Page: 1 2

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