Autonomous chemical research with large language models

DA Boiko, R MacKnight, B Kline, G Gomes - Nature, 2023 - nature.com
Transformer-based large language models are making significant strides in various fields,
such as natural language processing,,,–, biology,, chemistry,–and computer programming …

Mvp-tuning: Multi-view knowledge retrieval with prompt tuning for commonsense reasoning

Y Huang, Y Li, Y Xu, L Zhang, R Gan… - Proceedings of the …, 2023 - aclanthology.org
Recent advances in pre-trained language models (PLMs) have facilitated the development
ofcommonsense reasoning tasks. However, existing methods rely on multi-hop …

Accident case retrieval and analyses: Using natural language processing in the construction industry

T Kim, S Chi - Journal of Construction Engineering and …, 2019 - ascelibrary.org
Abstract Knowledge management for construction accident cases can identify dangerous
conditions and prevent accidents by controlling risks on-site. However, because accident …

Retrieving similar cases for construction project risk management using Natural Language Processing techniques

Y Zou, A Kiviniemi, SW Jones - Automation in construction, 2017 - Elsevier
Case-based reasoning (CBR) is an important approach in construction project risk
management. It emphasises that previous knowledge and experience of accidents and risks …

Positional relevance model for pseudo-relevance feedback

Y Lv, CX Zhai - Proceedings of the 33rd international ACM SIGIR …, 2010 - dl.acm.org
Pseudo-relevance feedback is an effective technique for improving retrieval results.
Traditional feedback algorithms use a whole feedback document as a unit to extract words …

Iiit-h system submission for fire2014 shared task on transliterated search

IA Bhat, V Mujadia, A Tammewar, RA Bhat… - Proceedings of the 6th …, 2014 - dl.acm.org
This paper describes our submission for FIRE 2014 Shared Task on Transliterated Search.
The shared task features two sub-tasks: Query word labeling and Mixed-script Ad hoc …

Proximity-based rocchio's model for pseudo relevance

J Miao, JX Huang, Z Ye - Proceedings of the 35th international ACM …, 2012 - dl.acm.org
Rocchio's relevance feedback model is a classic query expansion method and it has been
shown to be effective in boosting information retrieval performance. The selection of …

Community detection using hierarchical clustering based on edge-weighted similarity in cloud environment

C Li, J Bai, Z Wenjun, Y **hao - Information Processing & Management, 2019 - Elsevier
Recently, social network has been paid more and more attention by people. Inaccurate
community detection in social network can provide better product designs, accurate …

Arabic query expansion using wordnet and association rules

A Abbache, F Meziane, G Belalem… - Information retrieval and …, 2018 - igi-global.com
Query expansion is the process of adding additional relevant terms to the original queries to
improve the performance of information retrieval systems. However, previous studies …

[HTML][HTML] Document/query expansion based on selecting significant concepts for context based retrieval of medical images

M Torjmen-Khemakhem, K Gasmi - Journal of biomedical informatics, 2019 - Elsevier
In the medical image retrieval literature, there are two main approaches: content-based
retrieval using the visual information contained in the image itself and context-based …