Inference behaviour and memorization ratio (MR) of generative models evaluated on corpus substituted instances. 我们在语料库替换实验中测试了QA模型当替代答案与训练集相同分布时,选择答案的方式。图3衡量了模型在x'上生成原始答案、替代答案或完全不同的其他答案的频率。为了确认观察到的现象不是特定于数据集的,...
various rankings of phone features.The research presented in this thesis employs two corpora which contain textsrelated to mobile phones specifically collected for this thesis: a corpus of Wikipediaarticles about mobile phones and a corpus of mobile phone reviews published onthe Epinions.com website....
Lehmann, "Lc- quad: A corpus for complex question answering over know- ledge graphs," in The Semantic Web - ISWC 2017, (Cham), pp. 210-218, Springer International Publishing, 2017.P. Trivedi, G. Maheshwari, M. Dubey, and J. Lehmann. Lc-quad: A corpus for complex question answering ...
Kadavath et al, 2022 Self-evaluation BIG Bench,MMLU, LogiQA,TruthfulQA,QuALITY, TriviaQA Lambada ACC,Brier Score,RMS Calibration Error... Claude T ReferenceTaskDatasetMetricsHuman EvalEvaluated LLMsGranularity Retro Borgeaud et al, 2022 QA,LanguageModeling MassiveText, Curation Corpus, Wikitext103,...
We believe it is because of the complexity of the representation and the variety of question types and also there are no publicly available corpus of a decent size. In these rule-based approaches, the process of creating rules is not discussed. It is clear that manually creating the rules ...
Therefore, many studies utilize entities and relations to build a corpus and design various training tasks, aiming to enhance the effectiveness of LLM pre-training [28,29,30]. However, both retraining and continued pretraining of LLM require high computing resources and time costs, making it ...
which the clustering algorithm, CPCL (Classification by Preferential Clustered Link) will seek to reduce in order to produces classes. These classes ideally represent the research topics present in the corpus. The results of the classification are subjected to validation by an expert in STW....
TidGi is an privacy-in-mind, automated, auto-git-backup, freely-deployed knowledge management Desktop note app, based on Tiddlywiki, with REST API for web-clipping and Anki connect. 「 太记 」是一个基于「 太微 TiddlyWiki 」的知识管理桌面应用,能保护隐私内容、高级自动化、自动Git云备份、部署为...
Being able to access knowledge bases in an intuitive way has been an active area of research over the past years. In particular, several question answering (QA) approaches which allow to query RDF datasets in natural language have been developed as they
We present the Natural Questions corpus, a question answering data set. Questions consist of real anonymized, aggregated queries issued to the Google search engine. An annotator is presented with a question along with a Wikipedia page from the top 5 search results, and annotates a long answer ...