Zobrazeno 1 - 10
of 4 230
pro vyhledávání: '"Lovering, A."'
Autor:
Lovering, Charles, Krumdick, Michael, Lai, Viet Dac, Kumar, Nilesh, Reddy, Varshini, Koncel-Kedziorski, Rik, Tanner, Chris
Some information is factual (e.g., "Paris is in France"), whereas other information is probabilistic (e.g., "the coin flip will be a [Heads/Tails]."). We believe that good Language Models (LMs) should understand and reflect this nuance. Our work inve
Externí odkaz:
http://arxiv.org/abs/2410.16007
Autor:
Lai, Viet Dac, Krumdick, Michael, Lovering, Charles, Reddy, Varshini, Schmidt, Craig, Tanner, Chris
The financial domain frequently deals with large numbers of long documents that are essential for daily operations. Significant effort is put towards automating financial data analysis. However, a persistent challenge, not limited to the finance doma
Externí odkaz:
http://arxiv.org/abs/2406.14394
Autor:
Biderman, Stella, Schoelkopf, Hailey, Sutawika, Lintang, Gao, Leo, Tow, Jonathan, Abbasi, Baber, Aji, Alham Fikri, Ammanamanchi, Pawan Sasanka, Black, Sidney, Clive, Jordan, DiPofi, Anthony, Etxaniz, Julen, Fattori, Benjamin, Forde, Jessica Zosa, Foster, Charles, Hsu, Jeffrey, Jaiswal, Mimansa, Lee, Wilson Y., Li, Haonan, Lovering, Charles, Muennighoff, Niklas, Pavlick, Ellie, Phang, Jason, Skowron, Aviya, Tan, Samson, Tang, Xiangru, Wang, Kevin A., Winata, Genta Indra, Yvon, François, Zou, Andy
Effective evaluation of language models remains an open challenge in NLP. Researchers and engineers face methodological issues such as the sensitivity of models to evaluation setup, difficulty of proper comparisons across methods, and the lack of rep
Externí odkaz:
http://arxiv.org/abs/2405.14782
Autor:
Reddy, Varshini, Koncel-Kedziorski, Rik, Lai, Viet Dac, Krumdick, Michael, Lovering, Charles, Tanner, Chris
For large language models (LLMs) to be effective in the financial domain -- where each decision can have a significant impact -- it is necessary to investigate realistic tasks and data. Financial professionals often interact with documents that are h
Externí odkaz:
http://arxiv.org/abs/2401.06915
Autor:
Koncel-Kedziorski, Rik, Krumdick, Michael, Lai, Viet, Reddy, Varshini, Lovering, Charles, Tanner, Chris
Answering questions within business and finance requires reasoning, precision, and a wide-breadth of technical knowledge. Together, these requirements make this domain difficult for large language models (LLMs). We introduce BizBench, a benchmark for
Externí odkaz:
http://arxiv.org/abs/2311.06602
Autor:
Tartaglini, Alexa R., Feucht, Sheridan, Lepori, Michael A., Vong, Wai Keen, Lovering, Charles, Lake, Brenden M., Pavlick, Ellie
Although deep neural networks can achieve human-level performance on many object recognition benchmarks, prior work suggests that these same models fail to learn simple abstract relations, such as determining whether two objects are the same or diffe
Externí odkaz:
http://arxiv.org/abs/2310.09612
Publikováno v:
RNA Biology, Vol 21, Iss 1, Pp 36-48 (2024)
Regulatory non-coding RNAs (ncRNAs) are increasingly recognized as integral to the control of biological processes. This is often through the targeted regulation of mRNA expression, but this is by no means the only mechanism through which regulatory
Externí odkaz:
https://doaj.org/article/32f12a305fae49e4a0b09c902363a06a
Autor:
Kaitlyn G. DiMarco, Christopher L. Chapman, Natasha E. Weiser, Emma R. Matsell, Kathryn M. Lucernoni, Samantha Chacon, Margaret M. B. Grivette, John R. Halliwill, Andrew T. Lovering, Christopher T. Minson
Publikováno v:
Experimental Physiology, Vol 109, Iss 10, Pp 1782-1795 (2024)
Abstract The use of acute carbon monoxide inhalation (COi) and hot water immersion (HWI) are of growing interest as interventions to stimulate erythropoietin (EPO) production. However, whether EPO production is further augmented when combining these
Externí odkaz:
https://doaj.org/article/1d240d8c8d1d41789e385cea8bc78293
Autor:
Lovering, Charles, Pavlick, Ellie
Text-to-image models can often generate some relations, i.e., "astronaut riding horse", but fail to generate other relations composed of the same basic parts, i.e., "horse riding astronaut". These failures are often taken as evidence that models rely
Externí odkaz:
http://arxiv.org/abs/2306.01755
Autor:
Aaron Franklin, Vivian C. Salgueiro, Abigail J. Layton, Rudi Sullivan, Todd Mize, Lucía Vázquez-Iniesta, Samuel T. Benedict, Sudagar S. Gurcha, Itxaso Anso, Gurdyal S. Besra, Manuel Banzhaf, Andrew L. Lovering, Spencer J. Williams, Marcelo E. Guerin, Nichollas E. Scott, Rafael Prados-Rosales, Elisabeth C. Lowe, Patrick J. Moynihan
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract Mycobacterial glycolipids are important cell envelope structures that drive host-pathogen interactions. Arguably, the most important are lipoarabinomannan (LAM) and its precursor, lipomannan (LM), which are trafficked from the bacterium to t
Externí odkaz:
https://doaj.org/article/6d93ff76e3f4412dafd8078e53d92041