Enhancing Incremental Summarization with Structured Representations

Autor: Hwang, EunJeong, Zhou, Yichao, Wendt, James Bradley, Gunel, Beliz, Vo, Nguyen, Xie, Jing, Tata, Sandeep

Large language models (LLMs) often struggle with processing extensive input contexts, which can lead to redundant, inaccurate, or incoherent summaries. Recent methods have used unstructured memory to incrementally process these contexts, but they sti

Externí odkaz: http://arxiv.org/abs/2407.15021

Euclid: Early Release Observations -- A glance at free-floating new-born planets in the sigma Orionis cluster

Autor: Martín, E. L., {Ž}erjal, M., Bouy, H., Martin-Gonzalez, D., Torres, S. Mu{ň}oz, Barrado, D., Olivares, J., Pérez-Garrido, A., Mas-Buitrago, P., Cruz, P., Solano, E., Osorio, M. R. Zapatero, Lodieu, N., Béjar, V. J. S., Zhang, J. -Y., del Burgo, C., Huélamo, N., Laureijs, R., Mora, A., Saifollahi, T., Cuillandre, J. -C., Schirmer, M., Tata, R., Points, S., Phan-Bao, N., Goldman, B., Casewell, S. L., Reylé, C., Smart, R. L., Aghanim, N., Altieri, B., Andreon, S., Auricchio, N., Baldi, M., Balestra, A., Bardelli, S., Basset, A., Bender, R., Bonino, D., Branchini, E., Brescia, M., Brinchmann, J., Camera, S., Capobianco, V., Carbone, C., Carretero, J., Casas, S., Castellano, M., Cavuoti, S., Cimatti, A., Congedo, G., Conselice, C. J., Conversi, L., Copin, Y., Corcione, L., Courbin, F., Courtois, H. M., Cropper, M., Da Silva, A., Degaudenzi, H., Di Giorgio, A. M., Dinis, J., Dubath, F., Dupac, X., Dusini, S., Ealet, A., Farina, M., Farrens, S., Ferriol, S., Fosalba, P., Frailis, M., Franceschi, E., Fumana, M., Galeotta, S., Garilli, B., Gillard, W., Gillis, B., Giocoli, C., Gómez-Alvarez, P., Grazian, A., Grupp, F., Guzzo, L., Haugan, S. V. H., Hoar, J., Hoekstra, H., Holmes, W., Hook, I., Hormuth, F., Hornstrup, A., Hu, D., Hudelot, P., Jahnke, K., Jhabvala, M., Keihänen, E., Kermiche, S., Kiessling, A., Kilbinger, M., Kitching, T., Kohley, R., Kubik, B., Kümmel, M., Kunz, M., Kurki-Suonio, H., Mignant, D. Le, Ligori, S., Lilje, P. B., Lindholm, V., Lloro, I., Maino, D., Maiorano, E., Mansutti, O., Marggraf, O., Martinet, N., Marulli, F., Massey, R., Medinaceli, E., Mei, S., Melchior, M., Mellier, Y., Meneghetti, M., Meylan, G., Mohr, J. J., Moresco, M., Moscardini, L., Niemi, S. -M., Padilla, C., Paltani, S., Pasian, F., Pedersen, K., Percival, W. J., Pettorino, V., Pires, S., Polenta, G., Poncet, M., Popa, L. A., Pozzetti, L., Racca, G. D., Raison, F., Rebolo, R., Renzi, A., Rhodes, J., Riccio, G., Rix, Hans-Walter, Romelli, E., Roncarelli, M., Rossetti, E., Saglia, R., Sapone, D., Sartoris, B., Sauvage, M., Scaramella, R., Schneider, P., Secroun, A., Seidel, G., Seiffert, M., Serrano, S., Sirignano, C., Sirri, G., Stanco, L., Tallada-Crespí, P., Taylor, A. N., Teplitz, H. I., Tereno, I., Toledo-Moreo, R., Tsyganov, A., Tutusaus, I., Valenziano, L., Vassallo, T., Kleijn, G. Verdoes, Wang, Y., Weller, J., Williams, O. R., Zucca, E., Baccigalupi, C., Willis, G., Simon, P., Martín-Fleitas, J., Scott, D.

We provide an early assessment of the imaging capabilities of the Euclid space mission to probe deeply into nearby star-forming regions and associated very young open clusters, and in particular to check to what extent it can shed light on the new-bo

Externí odkaz: http://arxiv.org/abs/2405.13497

STRUM-LLM: Attributed and Structured Contrastive Summarization

Autor: Gunel, Beliz, Wendt, James B., Xie, Jing, Zhou, Yichao, Vo, Nguyen, Fisher, Zachary, Tata, Sandeep

Users often struggle with decision-making between two options (A vs B), as it usually requires time-consuming research across multiple web pages. We propose STRUM-LLM that addresses this challenge by generating attributed, structured, and helpful con

Externí odkaz: http://arxiv.org/abs/2403.19710

Winos from natural SUSY at the high luminosity LHC

Autor: Baer, Howard, Barger, Vernon, Tata, Xerxes, Zhang, Kairui

In natural supersymmetric models defined by no worse than a part in thirty electroweak fine-tuning, winos and binos are generically expected to be much heavier than higgsinos. Moreover, the splitting between the higgsinos is expected to be small, so

Externí odkaz: http://arxiv.org/abs/2310.10829

Carbon stock dynamics of forest to oil palm plantation conversion for ecosystem rehabilitation planning

Autor: D. Frianto, E. Sutrisno, A. Wahyudi, E. Novriyanti, W.C. Adinugroho, A.S. Yunianto, H. Kurniawan, H. Khotimah, A. Windyoningrum, I.W.S. Dharmawan, H.L. Tata, S. Suharti, H.H. Rachmat, E.M. Lim

Publikováno v: Global Journal of Environmental Science and Management, Vol 10, Iss 4, Pp 1593-1614 (2024)

BACKGROUND AND OBJECTIVES: Efforts to enhance carbon stocks and boost carbon absorption potential are essential for climate change mitigation. Peatland ecosystems, known for their high organic content, are particularly vulnerable to environmental man

Externí odkaz: https://doaj.org/article/3268d1118cc145b9b041aac1de971f98