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Context-Aware Machine Translation with Source Coreference Explanation
Huy Hien Vu, Hidetaka Kamigaito, Taro Watanabe
https://arxiv.org/abs/2404.19505 https://arxiv.org/pdf/2404.19505
arXiv:2404.19505v1 Announce Type: new
Abstract: Despite significant improvements in enhancing the quality of translation, context-aware machine translation (MT) models underperform in many cases. One of the main reasons is that they fail to utilize the correct features from context when the context is too long or their models are overly complex. This can lead to the explain-away effect, wherein the models only consider features easier to explain predictions, resulting in inaccurate translations. To address this issue, we propose a model that explains the decisions made for translation by predicting coreference features in the input. We construct a model for input coreference by exploiting contextual features from both the input and translation output representations on top of an existing MT model. We evaluate and analyze our method in the WMT document-level translation task of English-German dataset, the English-Russian dataset, and the multilingual TED talk dataset, demonstrating an improvement of over 1.0 BLEU score when compared with other context-aware models.

Two-level adiabatic transition probability for small avoided crossings generated by tangential intersections
Kenta Higuchi, Takuya Watanabe
https://arxiv.org/abs/2404.17777

Two-level adiabatic transition probability for small avoided crossings generated by tangential intersections
In this paper, the asymptotic behaviors of the transition probability for two-level avoided crossings are studied under the limit where two parameters (adiabatic parameter and energy gap parameter) tend to zero. This is a continuation of our previous works where avoided crossings are generated by tangential intersections and obey a non-adiabatic regime. The main results elucidate not only the asymptotic expansion of transition probability but also a quantum interference caused by several avoide…

A proof of the extended double shuffle relation without using integrals
Shin-ichiro Seki
https://arxiv.org/abs/2402.18300 https://arx…

A proof of the extended double shuffle relation without using integrals
We present a new proof of the extended double shuffle relation for multiple zeta values which notably does not rely on the use of integrals. This proof is based on a formula recently obtained by Maesaka, Watanabe, and the author.

Just supporteed Gnome's V-shell extension https://www.buymeacoffee.com/georgdh/c/9012967

GdH is GNOME Shell extensions developer
Hello! I'm dedicated to improving the user experience on the GNOME desktop environment by developing several extensions that prioritize efficient desktop control:V-Shell (Not only Vertical Workspaces) AATWS (Advanced Alt-Tab Window Switcher)CHC-E (Custom Hot Corners - Extended)WSM (Workspace Switcher Manager)WTMB (Window Thumbnails)WSP (Window Search Provider)ESP (Extensions Search Provider)Colorblind Filters... If you find my extensions helpful, please consider supporting me with a coffee. Add…

Ältere Menschen die kein Internet haben
#Seniorne #Alter #Diskriminierung

Senioren ohne Internet: Der Brief, der bei meiner 87-jährigen Mutter einen Wutanfall auslöste
Meine Mutter ist 1936 geboren, sie hat ihr Leben lang mit Papier gearbeitet. Doch nun wird sie aufgefordert, Nachbarn um Hilfe zu bitten, die einen Internetanschluss haben.

Fluctuation of a bilayer composed by surfactants
Shunta Kikuchi, Hiroshi Watanabe
https://arxiv.org/abs/2404.18486 https://arxiv.org/…

Fluctuation of a bilayer composed by surfactants
We investigated the properties of lipid bilayer fluctuations using molecular dynamics. We modeled the surfactant as a diatomic molecule, constructed a bilayer in the solvent, and observed the Fourier spectrum of its fluctuations. The results showed that $q^4$ behavior was dominant at the high temperature, whereas a crossover from $q^4$ to $q^2$ was observed at the low temperature. This behavior is complementary to the results for monolayer membranes, where $q^2$ behavior was dominant when the i…

Schienenverkehr im Landkreis Wittenberg: Gespräche zu möglicher Zukunft der Heidebahn laufen weiter
Förderverein Berlin-Anhaltische Eisenbahn reagiert auf Pläne, Kies per Zug zu transportieren.
https://www.mz.de/lokal/wittenberg/gesprac

Schienenverkehr im Landkreis Wittenberg: Gespräche zu möglicher Zukunft der Heidebahn laufen weiter
Wittenberg/MZ/mac. - Die Pläne der Reaktivierung von Teilen der Strecke der einstigen Heidebahn zum Transport von Kies (die MZ berichtete) stößt auf großes Interesse. Zu Wort gemeldet hat sich neben anderen auch Michael Jungfer, der Vorsitzende des Fördervereins Berlin-Anhaltische...

Electrically tunable layer-hybridized trions in doped WSe$_2$ bilayers
Raul Perea-Causin, Samuel Brem, Fabian Buchner, Kenji Watanabe, Takashi Taniguchi, John M. Lupton, Kai-Qiang Lin, Ermin Malic
https://arxiv.org/abs/2404.18716

Electrically tunable layer-hybridized trions in doped WSe$_2$ bilayers
Doped van der Waals heterostructures host layer-hybridized trions, i.e. charged excitons with layer-delocalized constituents holding promise for highly controllable optoelectronics. Combining a microscopic theory with photoluminescence (PL) experiments, we demonstrate the electrical tunability of the trion energy landscape in naturally stacked WSe$_2$ bilayers. We show that an out-of-plane electric field modifies the energetic ordering of the lowest lying trion states, which consist of layer-hy…

Just supporteed Gnome's V-shell extension https://www.buymeacoffee.com/georgdh/c/9012967

GdH is GNOME Shell extensions developer
Hello! I'm dedicated to improving the user experience on the GNOME desktop environment by developing several extensions that prioritize efficient desktop control:V-Shell (Not only Vertical Workspaces) AATWS (Advanced Alt-Tab Window Switcher)CHC-E (Custom Hot Corners - Extended)WSM (Workspace Switcher Manager)WTMB (Window Thumbnails)WSP (Window Search Provider)ESP (Extensions Search Provider)Colorblind Filters... If you find my extensions helpful, please consider supporting me with a coffee. Add…