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41
Evaluating the Effectiveness of an E-Mental Health Intervention for People Living in Lebanon: Protocol for Two Randomized Controlled Trials ...
Van 'T Hof, Edith; Heim, Eva; Ramia, Jinane Abi. - : Freie Universität Berlin, 2021
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42
Questionnaire on noncausal-causal verb pairs (based on Haspelmath 1993:97) ...
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43
Questionnaire on noncausal-causal verb pairs (based on Haspelmath 1993:97) ...
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44
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation ...
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45
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation ...
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46
Joint Verification and Reranking for Open Fact Checking Over Tables ...
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47
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ...
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48
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks ...
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49
Database reasoning over text ...
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50
Recovering Quantitative Models of Human Information Processing with Differentiable Architecture Search ...
Abstract: The integration of behavioral phenomena into mechanistic models of cognitive function is a fundamental staple of cognitive science. Yet, researchers are beginning to accumulate increasing amounts of data without having the temporal or monetary resources to integrate these data into scientific theories. We seek to overcome these limitations by incorporating existing machine learning techniques into an open-source pipeline for the automated construction of quantitative models. This pipeline leverages the use of neural architecture search to automate the discovery of interpretable model architectures, and automatic differentiation to automate the fitting of model parameters to data. We evaluate the utility of these methods based on their ability to recover quantitative models of human information processing from synthetic data. We find that these methods are capable of recovering basic quantitative motifs from models of psychophysics, learning and decision making. We also highlight weaknesses of this framework ...
Keyword: Cognitive Linguistics; Cognitive Science; Computational Intelligence; Computational Linguistics; E-Learning; Semantics
URL: https://underline.io/lecture/26953-recovering-quantitative-models-of-human-information-processing-with-differentiable-architecture-search
https://dx.doi.org/10.48448/97wf-s976
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51
Revisiting subjunctive obviation in French: a formal acceptability judgment study
In: Glossa: a journal of general linguistics; Vol 6, No 1 (2021); 59 ; 2397-1835 (2021)
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52
Analogy Training Multilingual Encoders ...
Garneau, Nicolas; Hartmann, Mareike; Sandholm, Anders. - : Apollo - University of Cambridge Repository, 2021
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53
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation ...
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54
Learning Compact Metrics for MT ...
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55
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties ...
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56
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts ...
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57
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ...
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58
A Simple Recipe for Multilingual Grammatical Error Correction ...
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59
Multi-view Subword Regularization ...
NAACL 2021 2021; ., Sebastian; Neubig, Graham. - : Underline Science Inc., 2021
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60
Hyperbius joceliae Carpintero & Biase 2021, n. sp. ...
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