Title
MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare Ye Chen Dongdong Huang Haoyun Xu Cong Fu Lin Sheng Qingli Zhou Yuqiang Shen Kai Wang VLM MedIm 45 0 0 11 Jan 2025
Generative Adversarial Reviews: When LLMs Become the Critic Nicolas Bougie Narimasa Watanabe 93 2 0 09 Dec 2024
Natural Language Querying System Through Entity Enrichment Joshua Amavi Mirian Halfeld Ferrari Nicolas Hiot 21 3 0 21 Oct 2024
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance Guanyu Lin Tao Feng Pengrui Han Ge Liu Jiaxuan You 20 2 0 06 Sep 2024
Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks Junhao Shen Mohammad Ausaf Ali Haqqani Beichen Hu Cheng Huang Xihao Xie Tsengdar Lee Jia Zhang 26 0 0 27 Aug 2024
Harvesting Textual and Structured Data from the HAL Publication Repository Francis Kulumba Wissam Antoun Guillaume Vimont Laurent Romary 40 2 0 30 Jul 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs Zhuofeng Li Zixing Gou Xiangnan Zhang Zhongyuan Liu Sirui Li Yuntong Hu Chen Ling Zheng Zhang Liang Zhao 42 6 0 14 Jun 2024
Binarized Simplicial Convolutional Neural Networks Yi Yan E. Kuruoglu 46 2 0 07 May 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval Juraj Vladika Florian Matthes RALM 28 5 0 12 Apr 2024
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning Gustavo Bartz Guedes Ana Estela Antunes da Silva 29 2 0 30 Mar 2024
AI for Biomedicine in the Era of Large Language Models Zhenyu Bi Sajib Acharjee Dip Daniel Hajialigol Sindhura Kommu Hanwen Liu Meng Lu Xuan Wang LM&MA AI4CE 34 8 0 23 Mar 2024
The Geometric Structure of Topic Models Johannes Hirth Tom Hanika 42 0 0 06 Mar 2024
From Keywords to Structured Summaries: Streamlining Scholarly Knowledge Access Mahsa Shamsabadi Jennifer D'Souza 19 0 0 22 Feb 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 83 151 0 20 Feb 2024
On the Detection of Reviewer-Author Collusion Rings From Paper Bidding Steven Jecmen Nihar B. Shah Fei Fang L. Akoglu 24 9 0 12 Feb 2024
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey Jinghong Li Huy Phan Wen Gu Koichi Ota Shinobu Hasegawa 23 3 0 07 Feb 2024
Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications Nazmul Islam Seokjoo Shin AI4CE 29 3 0 08 Jan 2024
ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach Zeynep Hilal Kilimci Mustafa Yalcin 14 9 0 04 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 37 22 0 04 Jan 2024
mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model Anwen Hu Yaya Shi Haiyang Xu Jiabo Ye Qinghao Ye Mingshi Yan Chenliang Li Qi Qian Ji Zhang Fei Huang MLLM 36 25 0 30 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 33 107 0 09 Nov 2023
Enhancing Biomedical Lay Summarisation with External Knowledge Graphs Tomas Goldsack Zhihao Zhang Chen Tang Carolina Scarton Chenghua Lin 11 9 0 24 Oct 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation Zexue He Yu-Xiang Wang An Yan Yao Liu Eric Y. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu ELM 83 14 0 21 Oct 2023
CRUISE-Screening: Living Literature Reviews Toolbox Wojciech Kusa Petr Knoth Allan Hanbury 31 4 0 04 Sep 2023
T-Stochastic Graphs Sijia Fang K. Rohe 19 1 0 04 Sep 2023
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures Qiyang Zhao Han Zou M. Bennis Merouane Debbah Ebtesam Almazrouei Faouzi Bader 46 1 0 31 Aug 2023
Unlocking Hardware Security Assurance: The Potential of LLMs Xingyu Meng Amisha Srivastava Ayush Arunachalam Avik Ray Pedro Henrique Silva Rafail Psiakis Yiorgos Makris K. Basu 30 29 0 21 Aug 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 25 14 0 05 Jul 2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers Yu Zhang Bowen Jin Xiusi Chen Yan-Jun Shen Yunyi Zhang Yu Meng Jiawei Han 43 13 0 24 Jun 2023
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction Simone Scaboro Beatrice Portelli Emmanuele Chersoni Enrico Santus Giuseppe Serra 24 8 0 08 Jun 2023
Accelerating science with human-aware artificial intelligence J. Sourati James A. Evans 11 41 0 02 Jun 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 32 13 0 23 May 2023
Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good Fernando Gonzalez Zhijing Jin Bernhard Schölkopf Tom Hope Mrinmaya Sachan Rada Mihalcea 37 5 0 09 May 2023
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning E. Lee Joyce C. Ho 29 2 0 04 May 2023
Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections Ming Jiang Jennifer D'Souza Sören Auer J. S. Downie 21 7 0 03 May 2023
CCpdf: Building a High Quality Corpus for Visually Rich Documents from Web Crawl Data M. Turski Tomasz Stanislawek Karol Kaczmarek Pawel Dyda Filip Graliñski 30 10 0 28 Apr 2023
Evaluation of GPT and BERT-based models on identifying protein-protein interactions in biomedical text Hasin Rehana Nur Bengisu Çam Mert Basmacı Jie Zheng Christianah Jemiyo Y. He Arzucan Özgür J. Hur LM&MA 29 31 0 30 Mar 2023
Generation of Highlights from Research Papers Using Pointer-Generator Networks and SciBERT Embeddings Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay Plaban Kumar Bhowmick P. Das 25 9 0 14 Feb 2023
Generating a Structured Summary of Numerous Academic Papers: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen 51 16 0 09 Feb 2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study Yu Zhang Bowen Jin Qi Zhu Yu Meng Jiawei Han 57 19 0 07 Feb 2023
Convolutional Learning on Simplicial Complexes Maosheng Yang Elvin Isufi 21 19 0 26 Jan 2023
The Semantic Scholar Open Data Platform Rodney Michael Kinney Chloe Anastasiades Russell Authur Iz Beltagy Jonathan Bragg ... Caroline M Wu Jiangjiang Yang Angele Zamarron Madeleine van Zuylen Daniel S. Weld 21 93 0 24 Jan 2023
Logic Mill -- A Knowledge Navigation System Sebastian Erhardt Mainak Ghosh Erik Buunk Michael E. Rose Dietmar Harhoff 16 2 0 31 Dec 2022
Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing Shengchao Liu Weili Nie Chengpeng Wang Jiarui Lu Zhuoran Qiao Ling Liu Jian Tang Chaowei Xiao Anima Anandkumar 28 152 0 21 Dec 2022
SMAuC -- The Scientific Multi-Authorship Corpus Janek Bevendorff Philipp Sauer Lukas Gienapp Wolfgang Kircheis Erik Korner Benno Stein Martin Potthast 19 0 0 04 Nov 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding Dou Hu Xiaolong Hou Xiyang Du Mengyuan Zhou Lian-Xin Jiang Yang Mo Xiaofeng Shi 33 12 0 01 Nov 2022
Semantic-Native Communication: A Simplicial Complex Perspective Qiyang Zhao M. Bennis Merouane Debbah Daniella Harth da Costa 37 5 0 30 Oct 2022
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction Shao Zhang Yuting Jia Hui Xu Dakuo Wang Toby Jia-Jun Li Ying Wen Xinbing Wang Cheng Zhou 22 2 0 06 Oct 2022
Clustering Semantic Predicates in the Open Research Knowledge Graph Omar Arab Oghli Jennifer D'Souza Sören Auer 56 1 0 05 Oct 2022