Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation

If one sees the place name Houston Mercer Dog Run in New York, how does one know how to pronounce it? Assuming one knows that Houston in New York is pronounced "how-ston" and not like the Texas city, then one can probably guess that "how-ston" is also used in the name of the dog park. We present a novel architecture that learns to use the pronunciations of neighboring names in order to guess the pronunciation of a given target feature. Applied to Japanese place names, we demonstrate the utility of the model to finding and proposing corrections for errors in Google Maps. To demonstrate the utility of this approach to structurally similar problems, we also report on an application to a totally different task: Cognate reflex prediction in comparative historical linguistics. A version of the code has been open-sourced (https://github.com/google-research/google-research/tree/master/cognate_inpaint_neighbors).Comment: 16 pages, to appear Transactions of the Association for Computational Linguistic

1940 JASC Diary

This is an online publication of the Center for East Asian Studies at the University of Kansas. The diary is referred to by http://www.halsema.org/people/JamesJuliusHalsema/JimBio.html. For more information about the Japan-America Student Conference, which is still being held annually, see http://iscdc.org/jasc/ .“Several years ago in a casual conversation Jim Halsema not only told me that he was a student delegate to the 7th Japan-America Student Conference held in Japan, but that he had kept a diary of that experience. Luckily for us Jim had that diary in his possession and has been willing to share it with us. Because Jim Halsema was an incredibly astute and careful observer, even at the relatively tender age of 21, we are able to share his keen perceptions of Japan, Korea, Manchuria, and China on the eve of the Pacific War. And what we are able to discern in retrospect from the Halsema diary is that a) the Japanese government had no intention whatever of diminishing its imperial state in Northeast Asia and b) that Japanese public opinion was extremely supportive of that position. From Halsema's observations one easily deduces that, behind the rhetoric of comity which is endemic in the nature of the Japan-America Student Conference, there was already evident a significant degree of tension at the base of Japanese-American relations. That Halsema was as insightful as he was can surely be attributed to his native intelligence and to his education and in particular, to his exposure to Asia including Japan from his earliest childhood.”—Goodman’s intro

Pathologic stage I non–small cell lung cancer with high levels of preoperative serum carcinoembryonic antigen: Clinicopathologic characteristics and prognosis

ObjectiveSurgery alone remains the standard therapy for patients with stage I non–small cell lung cancer. Although the preoperative serum level of carcinoembryonic antigen has been shown to be an independent prognostic factor, it has not yet been included in the staging system and does not alter the treatment strategy, especially in the selection of patients for adjuvant chemotherapy.MethodsFrom 1986 to 2003, preoperative and postoperative serum carcinoembryonic antigen levels were measured in 455 patients with completely resected pathologic stage I non–small cell lung cancer. We compared the clinicopathologic characteristics and outcomes among patients who had preoperative serum carcinoembryonic antigen levels within the normal range (N group, n = 323), patients who had high carcinoembryonic antigen levels before surgery but normal levels after surgery (HN group, n = 112), and patients who had high carcinoembryonic antigen levels before and after surgery (HH group, n = 20).ResultsThe significant characteristics of the HN group included the male sex, greater age, smoking, squamous cell histology, T2 status, lymphatic invasion, vascular invasion, and pleural invasion. Adenocarcinomas in patients of the HN group were more likely to be moderately to poorly differentiated. The 5-year survivals in the HN and HH groups were significantly lower (56.2% and 43.1%, respectively) than those in the N group (85.9%). Multivariate analysis revealed that greater age, non-adenocarcinoma histology, pleural invasion, and the carcinoembryonic antigen in the HN and HH groups were independent prognostic factors.ConclusionPatients with resected pathologic stage I non–small cell lung cancer and high preoperative serum carcinoembryonic antigen levels are a subgroup with a distinctly poor prognosis who display smoking-related clinicopathologic characteristics

Numerical investigations of flow and energy fields near a thermoacoustic couple

The flow field and the energy transport near thermoacoustic couples are simulated using a 2D full Navier-Stokes solver. The thermoacoustic couple plate is maintained at a constant temperature; plate lengths, which are short and long compared with the particle displacement lengths of the acoustic standing waves, are tested. Also investigated are the effects of plate spacing and the amplitude of the standing wave. Results are examined in the form of energy vectors, particle paths, and overall entropy generation rates. These show that a net heat-pumping effect appears only near the edges of thermoacoustic couple plates, within about a particle displacement distance from the ends. A heat-pumping effect can be seen even on the shortest plates tested when the plate spacing exceeds the thermal penetration depth. It is observed that energy dissipation near the plate increases quadratically as the plate spacing is reduced. The results also indicate that there may be a larger scale vortical motion outside the plates which disappears as the plate spacing is reduced. (C) 2002 Acoustical Society of America