'Target domain' presentation slideshows

Learning Representations of Language for Domain Adaptation

Alexander Yates Fei (Irene) Huang. Learning Representations of Language for Domain Adaptation. Temple University Computer and Information Sciences. Outline. Representations in NLP Machine Learning / Data mining perspective Linguistics perspective Domain Adaptation

832 views • 70 slides

Can Machines Transfer Knowledge from Task to Task?

Can Machines Transfer Knowledge from Task to Task?. Isabelle Guyon Clopinet, California http://clopinet.com/ul. CREDITS. Data donors:

667 views • 54 slides

Underlying Reasons for Source - Target Domain Pairings in Conceptual Metaphor Theory

Underlying Reasons for Source - Target Domain Pairings in Conceptual Metaphor Theory. Kathleen Ahrens Hong Kong Baptist University. Contemporary Theory of Metaphor : Conceptual metaphors are embedded in our language. More abstract concepts are understood in terms of more concrete concepts.

705 views • 54 slides

English Linguistics 1

681 views • 53 slides

A Two-Stage Approach to Domain Adaptation for Statistical Classifiers

A Two-Stage Approach to Domain Adaptation for Statistical Classifiers. Jing Jiang & ChengXiang Zhai Department of Computer Science University of Illinois at Urbana-Champaign. What is domain adaptation?. Example: named entity recognition. persons, locations, organizations, etc.

579 views • 40 slides

Adapting Natural Language Processing Systems to New Domains

Adapting Natural Language Processing Systems to New Domains. John Blitzer Joint with: Shai Ben-David, Koby Crammer, Mark Dredze , Fernando Pereira, Alex Kulesza , Ryan McDonald, Jenn Wortman. TexPoint fonts used in EMF.

400 views • 33 slides

Transfer for Supervised Learning Tasks

Transfer for Supervised Learning Tasks. HAITHAM BOU AMMAR MAASTRICHT UNIVERSITY. Motivation. Model. Assumptions: Training and Test are from same distribution Training and Test are in same feature space. Not True in many real-world applications. Training Data. ?. Test Data.

494 views • 33 slides

Knowledge as Love

Knowledge as Love. How Metaphors Direct our Efforts to Manage Knowledge in Organisations Keynote address 8th European Conference on Knowledge Management Consorci Escola Industrial de Barcelona (CEIB), Barcelona, Spain 6-7 September 2007

448 views • 30 slides

Time conceptualization in everyday and poetic discourse: From metaphor and beyond

Time conceptualization in everyday and poetic discourse: From metaphor and beyond . D r . Anna Piata apiata@enl.uoa.gr 1 st Symposium on figurative thought and language Thessaloniki, 25-26 April 2014 . Time conceptualization in cognitive linguistics.

471 views • 29 slides

Ruohua Shi

CVPR 2019 oral. Ruohua Shi. 2019/6/27. Motivation. abundant labeled synthetic data (source domain) + insufficient labeled real data (target domain) = a better performance on real data. domain gap. Motivation. abundant labeled synthetic data (source domain) +

358 views • 28 slides

TransRank: A Novel Algorithm for Transfer of Rank Learning

TransRank: A Novel Algorithm for Transfer of Rank Learning. Depin Chen, Jun Yan, Gang Wang et al. University of Science and Technology of China, USTC Machine Learning Group, MSRA depin.chen@mail.ustc.edu.cn. Content. Ranking for IR Paper motivation The algorithm: TransRank

499 views • 28 slides

Cross-domain Collaboration Recommendation

Cross-domain Collaboration Recommendation. Jie Tang 1 , Sen Wu 1 , Jimeng Sun 2 , Hang Su 1 1 Tsinghua University 2 IBM TJ Watson Research Center. Cross-domain Collaboration. Interdisciplinary collaborations have generated huge impact, for example,

958 views • 25 slides

Japanese Dependency Structure Analysis Based on Maximum Entropy Models

340 views • 24 slides

Cognitive Linguistics Croft&Cruse

Cognitive Linguistics Croft&Cruse. 3: Conceptualization and construal operations, pt. 1. 3.1 Introduction. Semantics is conceptualization (Langacker) All linguistic units evoke a semantic frame Human beings employ a variety of construal operations in language

630 views • 24 slides

The process of interaction design

413 views • 19 slides

Computational Models of Discourse Analysis

333 views • 18 slides

sip-identity-04

175 views • 10 slides

eBusiness

eBusiness . The Software Production View Project Summary. Objectives. Acquire experience with the activities of the first phases of the SDLC Problem analysis Identification of the solution space and evaluation of alternatives Modeling and specification Prototyping

204 views • 9 slides

Prior Knowledge Driven Domain Adaptation Gourab Kundu, Ming-wei Chang, and Dan Roth

Prior Knowledge Driven Domain Adaptation Gourab Kundu, Ming-wei Chang, and Dan Roth. Experimental Results. Constrained Conditional Model. Domain Adaptation. After adding knowledge, POS tagging error reduces 42% , SRL error reduces 25% on Be verbs and 9% on all verbs.

150 views • 2 slides

Simultaneous Synthetic Aperture Radar Imaging and Moving Target Indication

Currently, SAR and MTI are performed on separate platforms SAR assumes objects in scene are stationary MTI treats stationary objects as clutter We desire to develop general solution for simultaneous and synergistic SAR/MTI.

311 views • 1 slides