June 2023: Paper 2: Writer's Viewpoints and Perspectives (8700/2) Download Insert-Download Past Paper-Download Mark Scheme November 2022 AQA GCSE (9-1) English Language (8700) Past Exam Papers November 2022: Paper 1: Explorations in Creative Reading and Writing (...
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has emerged as a powerful technique in natural language processing (NLP). The effectiveness of transfer learning has given rise to a diversity of approaches, methodology, and practice. In this paper, we explore the landscape of transfer learning techniques for ...
In this paper, we present the results of a large cross-linguistic analysis of written language that we conducted to test the equi-complexity hypothesis which assumes that all languages are (in some sense) equally complex. We operationalized our key quantity of interest, prediction complexity \(F...
Published on 20 May 2023 Special Submissions Abstract | This paper examines the theme of gender in Ernest Hemingway’s The Garden of Eden and James Baldwin’s Giovanni’s Room. Both expatriate artists interrogate in their novels an American gendered identity tied to innocence and trauma in histori...
The base model architecture and task structure used in this paper follows18. All networks of sensorimotor units denoted sensorimotor-RNN are gated recurrent units (GRU)49using rectified linear unit (ReLU) nonlinearities with 256 hidden units each. Inputs to the networks consist of (1) sensory inp...
Chi. Least-to-most prompting enables complex reasoning in large language models. In The Eleventh International Conference on Learning Representations, 2023. Appendix Appendix A Broader Impacts Although the results presented in this paper are only on a research benchmark, if we extrapolate forward ...
Fig. 1. Video-to-text and text-to-video translation scheme with an optional intermediate step using glosses. The video and the gloss and spoken language translations are sampled from the RWTH-Phoenix-2014T dataset (Camgoz, Hadfield, Koller, Ney, & Bowden, 2018) that contains German spoken ...
where pj denotes the language model, xi denotes the wild-type residue and α = 1. To further filter substitutions to only those with the highest likelihood, we choose substitutions based on a consensus scheme, where, for a new amino acid \(x_i^\prime\), we compute $$f\left( {x...
5,10) and have achieved top results in protein engineering benchmarks such as FLIP43 or PROBE8. Fig. 3: Assessment of codon language models in protein property prediction tasks. a, Scheme of the fivefold cross-validation protocol. The data is first divided in five groups such that no ...