This work evaluates the multitask, multilingual and multimodal aspects of ChatGPT using 21 data sets covering 8 different common NLP application tasks. [2023/06] LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models. Yen-Ting Lin et al. ...
In this paper we present the ongoing work on a system, that is able to solve word problems from german primary school math books.Liguda, ChristianPfeiffer, ThiesC. Liguda and T. Pfeiffer, "A question answer system for math word problems," in First International Workshop on Algorithmic ...
T0 - Multitask Prompted Training Enables Zero-Shot Task Generalization OPT - Open Pre-trained Transformer Language Models. UL2 - a unified framework for pretraining models that are universally effective across datasets and setups. GLM- GLM is a General Language Model pretrained with an autoregress...
Similar to the situation on the cross-modal retrieval task, three “BriVL (pre-train & finetune)” variations achieve much better results than “BriVL (direct training)” for all question types, again indicating the usefulness of large-scale pre-training on downstream tasks. We also notice ...
Change mode of multi-monitor setup programmatically Change name in task manager ? Change other forms color from use control (Visual Studio) change system folder icon, C# change tableadapter connection string at runtime Change the character to Upper case when I keying Change the Checked Color ...
Results from studies [29,32] demonstrate that fracture toughness is a critical parameter that is responsible for the fracture initiation and propagation based on the linear elastic fracture mechanics. In most studies of the heterogeneity of multi-layered rock [33,34,35,36], the effect of the ...
Behavioural methods: few-shot learning task The meaning of each word in the few-shot learning task (Fig.2) is described as follows (see the ‘Interpretation grammars’ section for formal definitions, and note that the mapping of words to meanings was varied across participants). The four primi...
C. Calabrese ¶,ca Department of Physics, Faculty of Science - UNAM, Mexicob Department of Mathematics, Faculty of Science - UNAM, Mexicoc Faculty of Engineering, Universidad Panamericana - Aguascalientes, Mexicod Centre for Advanced Studies on Energy and Environment (CEAEMA),......
BanditLib - A simple Multi-armed Bandit library. [Deprecated] Caffe - A deep learning framework developed with cleanliness, readability, and speed in mind. [DEEP LEARNING] CatBoost - General purpose gradient boosting on decision trees library with categorical features support out of the box. It ...
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation [Paper] TABLET: Learning From Instructions For Tabular Data [Paper] Can Language Models Understand Physical Concepts? [Paper] Reasoning Training Verifiers to Solve Math Word Problems [Paper] Measuring Massive Multitask Language...