Comparison of performance between our next reaction implementation and the Python library from Ref. [3]. by Samuel Cure (22250922)

Pseudo live-stream of EEG data is generated, and a simple pick-and-place flowchart is designed for channel selection and filtering. by Gursimran Singh (575288)

Datasets To EVAL. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

Statistical significance test results. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

How RAG work. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

OpenBookQA experimental results. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

AI2_ARC experimental results. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

TQA experimental results. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

E-EVAL experimental results. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

TQA Accuracy Comparison Chart on different LLM. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

ScienceQA experimental results. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

Code interpreter with LLM. by Jin Lu (428513)

“…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …”

Interleg coordination in 103 adult <i>Hypsibius exemplaris</i> individuals. by Emma M. Anderson (19697573)

Experimental Set-up and analysis by Damien Genettais (21387230)

Smart contract and interface code for Nature Energy "A general form of smart contract for decentralised energy systems management" by Lee Thomas (19655773)

“…<br><br>In the case of the 'nosop' files, only one data column is required as this represents the case where there is no DC-link and thus not active for reactive power control.…”

Daily histograms of wind speed (100m), wind direction (100m) and atmospheric stability derived from ERA5 by Marc Imberger (6226619)

“…The dataset is packaged as a zip folder per region which contains a range of monthly zip folders following the convention of zarr ZipStores (more details here: https://zarr.readthedocs.io/en/stable/api/storage.html). Thus, the monthly zip folders are intended to be used in connection with the xarray python package (no unzipping of the monthly files needed).…”

Global Aridity Index and Potential Evapotranspiration (ET0) Database: Version 3.1 by Robert Zomer (12796235)

“…</p><p dir="ltr">Aridity Index represent the ratio between precipitation and ET₀, thus rainfall over vegetation water demand (aggregated on annual basis). …”

Cognitive Fatigue by Rui Varandas (11900993)

“…In our analysis, the first baseline period, although not explicitly present in the dataset, was designated as representing no CF, whereas the final baseline period was designated as representing the presence of CF. …”

Phylogenomics of aquatic bacteria by Krzysztof Jurdzinski (12519700)

“…</p> <p><br></p> <p>all_MSG_ids.txt - a text file with names of all the representative MAGs within all the MSG pairs.</p> <p><br></p> <p>filter_MSGs.py - a Python script to extract the MAGs from within the MSGs (given all_MSG_ids.txt) from a folder containing a larger set of sequences.…”

<b>AI for imaging plant stress in invasive species </b>(dataset from the article https://doi.org/10.1093/aob/mcaf043) by Erola Fenollosa (20977421)

“…We aimed to capture plant responses to the harsh Mediterranean summer and the species reproductive senescence progression, and thus samplings were made every 15 d on average from June to September 2019. …”