domain adaptation in nlp

... Concatenating In-Domain and Out-of-Domain Data for Training 494.3.1 The Feature Augmentation Technique for Domain Adaptation 50 4.3.2 Experiments 51 4.4 Active Learning for Domain Adaptation ... also vary indifferent domains In (Chan and Ng, 2007), they applied active learning to domainadaptation for WSD They combined predicted predominant sense information andcount merging in the process ... target domaintraining data We further proposed a method of incorporating the feature aug-mentation technique into the active learning process to acquire training examplesfor a new domain This

Ngày tải lên: 09/09/2015, 10:06

... explaining the anomaly in the question Another cohort of approaches relies on per-forming inferences about entities and events in the source and target domains for metaphor in-terpretation These include ... Lee, and A.M domain-independent mappings In Proceedings of RANLP-2007, pages 17–23, Borovets, Bulgaria. A Alonge and M Castelli 2003 Encoding informa-tion on metaphoric expressions in WordNet-like ... of Talking Points and the asso-ciated reasoning framework are useful to interpret metaphorical expressions occurring in text Shutova (2010) defines metaphor interpretation as a paraphrasing task

Ngày tải lên: 23/03/2014, 16:20

... duplicated within the cyprinid lineage Myoglobin is also expressed in non-muscle tissues By means of quantitative real-time RT-PCR, we determined the changes in mRNA levels of hemoglobin, myoglobin, neuroglobin ... neuroglobin protein levels in goldfish brain compared with zebrafish, although there was no significant difference in intrinsic myoglobin levels These observations suggest that both myoglobin and ... protein and mRNA levels increased significantly The data suggest that these globins are involved in conveying hypoxia tolerance to zebrafish Here we investigate the response of globin levels in the

Ngày tải lên: 30/03/2014, 04:20

... regularizer Intuitively, when adapting between domains, we are interested in rep-resentations z which explain domain-independent regularities rather than in modeling inter-domain differences The regularizer ... features which generalize between domains We encode this intuition by introducing a term in the learning ob-jective which regularizes inter-domain difference in marginal distributions of each latent ... In this section, we first dis-cuss the shortcomings of domain adaptation with the above-described semi-supervised approach and motivate constraints on inter-domain variability of Trang 4the induced

Ngày tải lên: 30/03/2014, 21:20

... approxi-mating best the original curve, the area between the original curve and the one reconstructed by linear interpolation must be minimised For instance,Figure 9(a), showing the move-ment during ... obtained over all objects The precise details of this intelligent global adapta-tion are beyond the scope of this paper, since it is mainly re-lated in finding heuristics for approximately solving ... windows [10], the complexity of the subdivision control is largely reduced, resulting in an overhead of only a small percentage in the final decoding and rendering execution time, as shown inFigure

Ngày tải lên: 22/06/2014, 19:20

... frequency domain, channel inversion, and the reverse trans-form from frequency to time domain The CP is inserted after the symbol mapping in the transmitter and discarded before equalization in the ... benefit, since CPs add overhead and reduce the spectral efficiency Furthermore, in the FSE case, frequency-domain filtering with a filter bank is quite effective in suppressing strong interfering spectral ... are, in principle, able to achieve ideal linear equalizer performance However, symbol-rate sampling is often used due to its simplicity In frequency-domain equalization, FSE can be done by doubling

Ngày tải lên: 22/06/2014, 23:20

... those past Trang 12lam sending you a little gift as a token of appreciation for your kindness to me, which | hope you will enjoy Most sincerely yours, Nguyen Duc Thi Thu Dinh On the birth of a child ... hear of your graduation this year It is a fine thing to have so successfully finished your college course May | send my heartiest congratulations ? Sincerely yours, Trang 16Truong Duc. ... Trang 1Bai 5 - Acronyms, jargon & domain names in email (Tw viết tắt, biệt ngữ va tén mién trong email)-phan 1 Trang 2LETTERS OF CONGRATULATION

Ngày tải lên: 12/07/2014, 01:20

... in the protein sequences It is important to distinguish real domain gain events from domain gain calls caused by errors in gene and domain annotations To obtain a set of high-confidence domain ... gained protein domains in the human line-age - domains independently gained five or more times in our set - are all involved in signaling or regulatory functions; the Ankyrin repeat (gained six ... that has been given to domain insertions into introns in discussions on domain shuffling during protein evolution [26,40], we have stu-died the middle gains of novel exons in more detail (see also

Ngày tải lên: 09/08/2014, 20:22

... as inhibiting the surface expression of Env [40], although mutagenesis of Y768 alone did not result in a distinct phenotype or loss of AP-2μ chain binding by Env [31] Interestingly, this tyrosine ... WT By inserting the Y712C mutation into WT Env, the MFI Index value of the Y mutant increased to 447% of WT This increase was reflected in the MFI Index values of the other mutants containing the ... surface expression, following immunostain-ing with all three antibodies In Figure 4A, the flow cytometry dot plots of mAb 902 stained cells reveal a distinct shift in the staining pattern between the

Ngày tải lên: 13/08/2014, 01:20

... performance of domain adaptation with different sizes of targetdomain training data In each of their experiments with a certain target domain trainingdata size, the target domain training data were ... text processing and mining has gained increasingattention and study in the community of NLP and IR, including not only biomedical textprocessing techniques that are biomedical domain dependent, ... applied one of domain adaptation or active learning to NLP tasks, we combine both There is relatively less research on combining domain adaptation and active learning together for NLP tasks (Chan

Ngày tải lên: 10/09/2015, 08:29

... approachdescribed in (Chan and Ng, 2005b) In (Chan and Ng, 2007), we explored the issue of domain adaptation of WSDsystems from another angle, by adding training examples from a new domain asadditional training ... inpredominant sense between domains Together with the use of count-merging andactive learning, we are able to perform effective domain adaptation to port a WSDsystem to new domains vii Trang 10Finally, ... performance in a fine-grained disambiguation setting,instead of using lumped senses as in (Ng, Wang, and Chan, 2003) When evaluated on a set of nouns in SENSEVAL-2 English all-words task using fine-grained

Ngày tải lên: 11/09/2015, 16:08

... the prevalence of voicing in adaptations which is non-existent in Native Tamil Differing strategies are evoked in adaptation because of the different contexts of borrowing which can comprise ... constraints in Christdas (1988) For vowels, all vowels and dipthongs can occur in initially, but in final positions, /e o au/ never occur Again, this is stated as a segment structure constraint ... have proposed some interesting interactions which may emerge Also we have elaborated on the data used in this paper In the next chapter, we shall examine in detail the phoneme mapping patterns between

Ngày tải lên: 13/10/2015, 15:54

... enhancing adaptability in software design methodology andprogramming language mechanisms, such as design patterns, polymorphism,dynamic binding, etc In design patterns, one of the underpinning principles ... resources on the Internet Butdifferent from grid computing, it is not oriented to huge computing tasks Instead, infor-it is mainly designed for delivering IT services as computing utilinfor-ities ... as-pects: 1 The illusion of infinite computing resources available on demand, therebyeliminating the need for clouding computing users to plan far ahead forprovisioning; 2 The elimination of an up-front

Ngày tải lên: 26/01/2019, 08:37

... Barriers&Lessons Conclusion Change in temperature – A2 scenarios (2050-2059 ; 2090-2099) Change in precipitation– A2 scenarios (2050-2059 ; 2090-2099) oC % Change in salinity intrusion A2 scenarios Trang ... information Cooperation for mainstreaming Technologies Legal regulations Trang 115 Conclusion11 General Impacts Strategy Barriers&Lessons Conclusion Community cooperation Climate change adaptation ... CHANGE ADAPTATION IN VIET NAM Professor: DR Ly Cam Hung Student: Nguyen Ngoc Nhu Quynh 1 HCM CITY UNIVERSITY OF NATURAL RESOURCES AND ENVIRONMENT DEPARTMENT OF ENVIRONMENT PROCESS AND CONTROL ENGINEERING

Ngày tải lên: 15/09/2019, 10:48

... causing by flash flood and typhoon Recently, these disasters are in increasing trends In addition to natural disasters, developing activities such as hydropower construction, road building, mining ... approach 2.1 The SWAT Model The principal planning task is aiming at the efficient planning of future in Vu Gia watershed The objectives of each plan will assist in deciding upon the socio-economic, ... Dong Giang to collect information for an overall picture of the district regarding concerns in livelihoods (including agricultural productions and other living activities) in relation with climate

Ngày tải lên: 25/10/2019, 15:13

... policy refinements towards reducing vulne-rability and adaptation to climate change in rainfed farming systems Keywords Climate Change, Adaptation, Rainfed Farming Systems, A Modeling, Climate ... this study is to inform adaptation policy making processes Also it will support in-vestment decisions in climate change adaptation This paper seeks to inform scientists and experts in the fields ... cause, increases in the incidence of extreme events such as droughts and floods [5]-[9], changes in rainfall intensity [10], increases in desertification and in-creased in drought frequencies

Ngày tải lên: 13/01/2020, 16:20

... is put into an incinerator or burned in the open, CO2 is emitted CH4 is also emitted during oil drilling and coal mining, and also from gas pipeline leakage caused by accidents or poor maintenance ... noticed in 1883, when the Krakatau volcano erupted in Western Indonesia—the largest recorded volcanic eruption in modern times In April 1991, Mount Pinatubo erupted in the Philippines, emitting millions ... plankton Increased warming of the oceans has led to a decline in the growth of plankton and hence to a decline in zooplankton numbers In some warm current regions in the ocean, the decrease in zooplankton

Ngày tải lên: 17/01/2020, 13:54

... determining factor in structuring the pre-vailing pattern of international relations According to Krasner and Ruggie,international regimes are a form of social institution that constrain or influ-ence ... argues that in the realm of international finance, sociallearning leading to institutional innovation is reactive rather than proactive institu-In his view, instances of system-wide learning are ... innovation All innovative activities are riddled with uncertaintyand in the modern economy there are many institutions to assist in cop-ing with the technical and financial uncertainties of innovation

Ngày tải lên: 20/01/2020, 07:56

... effectiveness of flood adaptation in HCMC They find that several typical adaptations include ringing the dike, wet-proofing and dry-proofing, or elevating roads or building Using indicators within technical ... the adaptation strategies such as wet-proofing and dry-proofing generate the best results Trang 73 Methodology An investigation into household investment adaptive to flooding in HCMC is also included ... education institutions In the urban area, it is a difficult to interview local people since they work all weekdays and mostly refuse to join in a face-to-face interview at the weekend or in the evening,

Ngày tải lên: 04/02/2020, 05:05

... determining factor in structuring the pre-vailing pattern of international relations According to Krasner and Ruggie,international regimes are a form of social institution that constrain or influ-ence ... argues that in the realm of international finance, sociallearning leading to institutional innovation is reactive rather than proactive institu-In his view, instances of system-wide learning are ... innovation All innovative activities are riddled with uncertaintyand in the modern economy there are many institutions to assist in cop-ing with the technical and financial uncertainties of innovation

Ngày tải lên: 03/03/2020, 10:04