instruction:
In this task, you are given a paper review. Based on the review, your job is to identify language and generate "en" if the review is in English or generate "es" if the review is in Spanish. Note that URLs in the text have been replaced with [Link].
question:
Taking into account the loss in the binarization step through a proximal Newton algorithm is a nice idea. This is at least one approach to bringing in the missing loss in the binarization step, which has recently gone from a two step process of train and binarize to a single step simultaneous train/compress. Performance on a few small tasks show the benefit. It would be nice to see some results on substantial networks and tasks which really need compression on embedded systems (a point made in the introduction). Is it necessary to discuss exploding/vanishing gradients when the RNN experiments are carried out by an LSTM, and handled by the cell error carousel? We see the desire to tie into proposition 2, but not clear that the degradation we see in the binary connect is related. Adam is used in the LSTM optimization, was gradient clipping really needed, or is the degradation of binary connect simply related to capacity? For proposition 3.1, theorem 3.1 and proposition 3.2 put the pointers to proofs in appendix.
answer:
en


question:
El artículo presenta un estudio sobre las tecnologías que pueden influenciar o afectar la seguridad del Software, abarcando los tópicos generalmente tratados en literatura asociada a seguridad informática. El enfoque que se presenta en el artículo, en lo que respecta a seguridad del software es correcto.  El artículo comienza con referencias a varios tópicos y aspectos primordiales de seguridad, sin embargo no se logra asociar claramente la relación entre los conceptos que fundamentan el estudio con el análisis posteriormente realizado referente a la influencia que tiene la tecnología en la Seguridad.  Adicionalmente, hay aspectos que debieran profundizarse (e.g., en la Figura 4 se muestra una distribución a nivel de uso de sistemas operativos, sin embargo, no se dan mayores detalles o implicaciones que podría tener dicha distribución en lo que respecta a Seguridad).  Las conclusiones no dan un real aporte de parte del autor referente al análisis que se pueda concluir después del estudio realizado.  Las referencias bibliográficas en su mayoría corresponden a textos de seguridad informática, pero se recomienda respaldar la revisión bibliográfica con mayor cantidad artículos científicos actuales.
answer:
es


question:
The following statement best summarizes the contribution: "This paper shows that model free RL methods can learn how to gather information about physical properties of objects, even when this information is not available to a passive observer, and use this information to make decisions." So this is not a paper about new theory or algorithms, but rather about solving the problem of acquiring knowledge about the physics of the world around us, which is important for many problems and helps explain human performance in many tasks. There are still some concerns about the depth-of-analysis of the paper, but on balance, it is seen as an unconventional but interesting paper. As per AnonReviewer6, the final version could still aim to better address "What should other researchers focus on if they are trying to build agents that can understand physics intuitively (building off this work)?"  -- Area chair
answer:

en