large scale classbased language modeling

... top-down parsing and language modeling. Computational Linguistics. Ming Tan, Wenli Zhou, Lei Zheng, and Shaojun Wang. 2011. A large scale distributed syntactic, semantic and lexical language model ... Republic of Korea, 8-14 July 2012. c 2012 Association for Computational Linguistics Large- Scale Syntactic Language Modeling with Treelets Adam Pauls Dan Klein Computer Science Division University ... al., 2011). However, to our knowledge, we are the first to apply these techniques for language modeling on large amounts of data. 2.1 Lexical context Although it is tempting to think that we can...

Ngày tải lên: 19/02/2014, 19:20

Ngày tải lên: 23/03/2014, 17:20

Ngày tải lên: 31/03/2014, 00:20

... first work of building a complex large scale distributed language model with a principled approach that is more powerful than n- grams when both trained on a very large corpus with up to a billion ... 2007. Large language models in ma- chine translation. The 2007 Conference on Empirical Methods in Natural Language Processing (EMNLP), 858-867. E. Charniak. 2001. Immediate-head parsing for language models. ... Royal Statistical Society, 39:1- 38. A. Emami, K. Papineni and J. Sorensen. 2007. Large- scale distributed language modeling. The 32nd IEEE International Conference on Acoustics, Speech, and Signal...

Ngày tải lên: 20/02/2014, 04:20

Ngày tải lên: 20/02/2014, 18:20

Ngày tải lên: 17/03/2014, 22:20

Ngày tải lên: 31/03/2014, 04:20

Ngày tải lên: 31/03/2014, 21:20

Ngày tải lên: 05/09/2013, 14:58

... 4-2 Large- Scale MPLS VPN Deployment Copyright  2000, Cisco Systems, Inc. MP-BGP Scalability Mechanisms ... discarded by the receiving router, prior to sending the information to the receiving router. 4-4 Large- Scale MPLS VPN Deployment Copyright  2000, Cisco Systems, Inc. Partitioned Route Reflectors ... Questions n Describe BGP scaling issues in a MPLS VPN network. The number of routes in a very large MPLS/VPN network may result in exceeding the resources of the PE routers. MPLS VPN uses...

Ngày tải lên: 11/12/2013, 14:15

... 4 Large- Scale MPLS VPN Deployment 4-2 Large- Scale MPLS VPN Deployment Copyright  2000, Cisco Systems, Inc. MP-BGP Scalability ... updates by uploading a filter to the neighbor. n Why are outbound route filters useful? 4-4 Large- Scale MPLS VPN Deployment Copyright  2000, Cisco Systems, Inc. Partitioned Route Reflectors ... Questions n Describe BGP scaling issues in a MPLS VPN network. The number of routes in a very large MPLS/VPN network may result in exceeding the resources of the PE routers. MPLS VPN uses...

Ngày tải lên: 11/12/2013, 14:15

... filter to the sending PE router. 20 Large- Scale MPLS VPN Deployment Copyright  2000, Cisco Systems, Inc. Copyright  2000, Cisco Systems, Inc. Large- Scale MPLS VPN Deployment 23 © 2000, ... usually have the same community attached. Large- Scale MPLS VPN Deployment Overview This chapter describes scalability issues encountered in large- scale MPLS VPN networks and presents a number ... scaling issues in large- scale MPLS VPN backbones n Describe the built-in scalability mechanisms n Design and implement networks using partitioned BGP route reflectors 18 Large- Scale MPLS VPN...

Ngày tải lên: 11/12/2013, 14:15

... over them. 6.1 Future Work A large- scale web search engine is a complex system and much remains to be done. Our immediate goals are to improve search efficiency and to scale to approximately 100 ... final design goal was to build an architecture that can support novel research activities on large- scale web data. To support novel research uses, Google stores all of the actual documents it ... environment where researchers or even students can propose and do interesting experiments on our large- scale web data. 2. System Features The Google search engine has two important features that...

Ngày tải lên: 24/01/2014, 20:20

... Conditions for Large- Scale Impulsive Dynamical Systems 249 10.5 Specialization to Large- Scale Linear Impulsive Dynamical Systems 259 10.6 Stability of Feedback Interconnections of Large- Scale Im- pulsive ... flow predictions for large- scale systems with strong cou- pling can be erroneous. Alternatively, a deterministic thermodynamically motivated energy flow modeling for large- scale structural systems ... Introduction 305 13.2 Hybrid Decentralized Control and Large- Scale Impulsive Dynamical Systems 306 13.3 Hybrid Decentralized Control for Large- Scale Dynamical Systems 313 13.4 Interconnected Euler-Lagrange...

Ngày tải lên: 12/02/2014, 16:20

... Erin Duggan May 31, 2012 212-335-9400 DA VANCE: ABACUS BANK AND 19 INDIVIDUALS CHARGED IN LARGE- SCALE MORTGAGE FRAUD CONSPIRACY Employees and Managers Charged With Routinely Submitting False...

Ngày tải lên: 16/02/2014, 11:20

... in the 1970s to focus on data sub-languages that could be embedded in any programming language, rather than adding high-level data access to all program- ming languages. Fortunately, new application ... Programs in high-level languages, such as SQL, are easier to write, easier to modify, and easier for a new person to understand. Codasyl was criticized for being “the assembly language of DBMS access”. We ... are two notable projects in this direction. 3.4 Data Distribution The conventional wisdom for large- scale databases is to always send the computation to the data, rather than the other way around. In...

Ngày tải lên: 19/02/2014, 12:20

... presents Scribe, a large- scale event notification infrastruc- ture for topic-based publish-subscribe applications. Scribe supports large num- bers of topics, with a potentially large number of subscribers ... network can scale to an extremely large number of nodes because the algorithms to build and maintain the network have space and time costs of . This enables support for extremely large groups ... a large- scale and fully decentralized event notification sys- tem built on top of Pastry, a peer-to-peer object location and routing substrate overlayed on the Internet. Scribe is designed to scale...

Ngày tải lên: 19/02/2014, 18:20

... promise of large- scale discriminative training for SMT is to scale to arbitrary types and numbers of features and to pro- vide sufficient statistical support by parameter esti- mation on large sample ... 2005): ∇l j (w) =  −¯x j if w, ¯x j  ≤ 0, 0 else. Our baseline algorithm 1 (SDG) scales pairwise ranking to large scale scenarios. The algorithm takes an average over the final weight updates of ... Boston, MA. Andreas Stolcke. 2002. SRILM - an extensible language modeling toolkit. In Proceedings of the International Conference on Spoken Language Processing, Denver, CO. Christoph Tillmann and...

Ngày tải lên: 19/02/2014, 19:20

... International Language Resources and Evaluation (LREC’10), Valletta, Malta, may. Euro- pean Language Resources Association (ELRA). Michele Banko and Eric Brill. 2001. Scaling to very very large corpora ... on giant corpora many orders of mag- nitude larger than previously used, they do lay out how AL might be useful to apply to acquire data to augment a large set cheaply because they rec- ognize ... it good? evaluating non-expert annotations for natu- ral language tasks. In Proceedings of the 2008 Con- ference on Empirical Methods in Natural Language Processing, pages 254–263, Honolulu, Hawaii,...

Ngày tải lên: 20/02/2014, 04:20

... before, the user can take a break and then the system continues with the next epoch. 3 Language Modeling Language modeling is important for many text pro- cessing applications, e.g., speech recognition ... and M. Fried-Oken. 2010. Scanning methods and language modeling for binary switch typing. In Proceedings of the NAACL HLT 2010 Workshop on Speech and Language Pro- cessing for Assistive Technologies, ... confusing. Finally, language model integration with RSVP is relatively straightforward, as we shall demonstrate. See Roark et al. (2010) for methods integrating language modeling into grid scanning. 2...

Ngày tải lên: 20/02/2014, 05:20