Results 111 to 120 of about 289,006 (287)

From Word2Vec to Transformers: Text‐Derived Composition Embeddings for Filtering Combinatorial Electrocatalysts

open access: yesAdvanced Intelligent Discovery, EarlyView.
With the downstream filter held fixed, text‐derived composition representations produce distinct screening outcomes across 14 electrocatalyst libraries. Embedding model and composition encoding control the trade‐off between candidate reduction and preservation of the best measured current.
Lei Zhang, Markus Stricker
wiley   +1 more source

Catalyst‐Specialized Chemical Language Model Based on Transformer Variational Autoencoder for Catalyst Design and Discovery

open access: yesAdvanced Intelligent Discovery, EarlyView.
We present CatTransVAE, a catalyst‐specialized chemical language model (CLM) built on a transformer variational autoencoder (VAE), developed through pretraining on general compounds followed by fine‐tuning on diverse catalyst databases. A template‐guided generation framework is introduced to enable controlled catalyst design under structural ...
Apakorn Kengkanna, Masahito Ohue
wiley   +1 more source

Core Metadata [Schema] for Learner Corpora Draft 1.0 [PDF]

open access: yes, 2017
First proposal towards a "Core Metadata [Schema] for Learner Corpora", presented at the "CLARIN workshop on Interoperability of Second Language Resources and Tools", Gothenburg, Sweden, 06-08/12/2017 .
Granger, Sylviane, Paquot, Magali
core   +1 more source

Learner Corpora and Pedagogic Applications

open access: yes, 2015
This chapter shows how learner corpora can be used to help design pedagogic applications. Section 1 contains a brief description of learner corpora and addresses some of the key issues in learner corpus collection and analysis.
Meunier, Fanny
core  

Large Language Model‐Based Chatbots in Higher Education

open access: yesAdvanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci   +4 more
wiley   +1 more source

Direct Use of Corpora in Japanese Language Education: Implementing DDL at the Upper-Intermediate Level

open access: yesActa Linguistica Asiatica
Large-scale corpora offer access to authentic language and represent a valuable resource for Japanese language education. In current practice, they are mostly used indirectly by instructors, while direct learner engagement with corpora (data-driven ...
Giuseppe Pappalardo
doaj   +1 more source

A Generalizable Framework for Building Executable Domain‐Specific Large Language Models Under Data Scarcity: Demonstration on Semiconductor Technology Computer‐Aided Design Simulation

open access: yesAdvanced Intelligent Systems, EarlyView.
A schema‐first alignment framework builds compact, executable domain‐specific language models under data scarcity. Large‐scale synthetic question‐answer generation instills domain knowledge, and a code‐centric IR‐to‐DPO pipeline aligns generation with tool‐executable syntax.
Di Wang   +4 more
wiley   +1 more source

Kansainvälinen oppijansuomen korpus (ICLFI): typologia, taustamuuttujat ja annotointi

open access: yesLähivõrdlusi, 2011
This overview introduces the International Corpus of Learner Finnish (ICLFI). The ICLFI is one of the major corpora representing Baltic-Finnic learner language, the others being the Estonian Interlanguage Corpus (EIC) and the Corpus of National ...
Jarmo Harri Jantunen
doaj   +1 more source

Resilient Multimodal Fusion for Robust Vulnerability Exploitability Prediction Under Data Degradation

open access: yesAdvanced Intelligent Systems, EarlyView.
Secure Fusion‐X harmonizes unstructured NVD descriptions with structured CVSS/CWE/CPE metadata via decision‐level fusion, overcoming the fragility of traditional unimodal models. Automated assessment of software vulnerability exploitability is essential for intelligent cyber defense, yet its effectiveness is often hindered by unstable, delayed, or ...
Mona Dolati   +3 more
wiley   +1 more source

Probabilistic Analysis of English Dative Constructions in Academic Writings of English EFL Learners

open access: yesTheory and Practice of Second Language Acquisition
Grammatical patterns in learner writings are among the most investigated topics in second/foreign language acquisition, gaining particular momentum thanks to corpus studies. English dative constructions are among those for which comprehensive literature
Fatih Ünal Bozdağ
doaj   +1 more source

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