Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 84 0 0 29 Apr 2025
Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting Gyanendra Shrestha Chutain Jiang Sai Akula Vivek Yannam Anna Pyayt Michael Gubanov LMTD 89 0 0 20 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 151 0 28 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 72 18 0 17 Jan 2025
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care Michael Gubanov Anna Pyayt Aleksandra Karolak 45 3 0 03 Jan 2025
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions Taojun Hu Xiao-Hua Zhou ELM 33 12 0 14 Apr 2024
Can Large Language Models Detect Misinformation in Scientific News Reporting? Yupeng Cao Aishwarya Muralidharan Nair Elyon Eyimife Nastaran Jamalipour Soofi K. P. Subbalakshmi J. Wullert Chumki Basu David Shallcross 32 8 0 22 Feb 2024
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 48 4 0 15 Jul 2023
A Practical Entity Linking System for Tables in Scientific Literature Varish Mulwad Timothy W. Finin Vijay S. Kumar J. Williams Sharad Dixit A. Joshi 16 4 0 12 Jun 2023
Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence Gengyu Wang Kate Harwood Lawrence Chillrud Amith Ananthram Melanie Subbiah Kathleen McKeown HILM 6 22 0 29 May 2023
GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark Dongyang Li Ruixue Ding Qiang-Wei Zhang Zheng Li Boli Chen ... Yao Xu Xin Li Ning Guo Fei Huang Xiaofeng He ELM VLM 21 5 0 11 May 2023
Covidia: COVID-19 Interdisciplinary Academic Knowledge Graph Cheng Deng Jiaxin Ding Luoyi Fu Weinan Zhang Xinbing Wang Cheng Zhou 6 2 0 14 Apr 2023
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Jon Saad-Falcon Omar Khattab Keshav Santhanam Radu Florian M. Franz Salim Roukos Avirup Sil Md Arafat Sultan Christopher Potts 11 41 0 01 Mar 2023
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 30 19 0 03 Dec 2022
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations Amanpreet Singh Mike DÁrcy Arman Cohan Doug Downey Sergey Feldman 9 79 0 23 Nov 2022
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts Nghia T. Le Fan Bai Alan Ritter 29 12 0 07 Oct 2022
Review of Natural Language Processing in Pharmacology D. Trajanov Vangel Trajkovski Makedonka Dimitrieva Jovana Dobreva Milos Jovanovik Matej Klemen Alevs vZagar Marko Robnik-vSikonja LM&MA 21 7 0 22 Aug 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims Miguel Arana Catania E. Kochkina A. Zubiaga M. Liakata Rob Procter Yulan He 23 10 0 05 May 2022
A Computational Inflection for Scientific Discovery Tom Hope Doug Downey Oren Etzioni Daniel S. Weld Eric Horvitz AI4CE 16 32 0 04 May 2022
Large-Scale Multi-Document Summarization with Information Extraction and Compression Ning Wang Han Liu Diego Klabjan 21 1 0 01 May 2022
Synthetic Target Domain Supervision for Open Retrieval QA Revanth Reddy Gangi Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 23 12 0 20 Apr 2022
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations Johannes Graf G. Lancho Patrick Zschech Kai Heinrich 8 3 0 19 Apr 2022
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization Brydon Parker A. Sokolov Mahtab Ahmed Matt Kalebic S. Koçak Ofer Shai 11 1 0 06 Apr 2022
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic? Ishani Mondal Kabir Ahuja Mohit Jain Jacki O Neil Kalika Bali Monojit Choudhury ELM LM&MA 24 4 0 06 Apr 2022
Do Language Models Plagiarize? Jooyoung Lee Thai Le Jinghui Chen Dongwon Lee 12 72 0 15 Mar 2022
Establishing Strong Baselines for TripClick Health Retrieval Sebastian Hofstatter Sophia Althammer Mete Sertkan Allan Hanbury MedIm 29 12 0 02 Jan 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 6 149 0 14 Dec 2021
MultiVerS: Improving scientific claim verification with weak supervision and full-document context David Wadden Bertie Vidgen Lucy Lu Wang Dirk Hovy J. Pierrehumbert Hannaneh Hajishirzi 24 148 0 02 Dec 2021
A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets E. Zafarani-Moattar M. Kangavari A. Rahmani 20 1 0 16 Nov 2021
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity Sheshera Mysore Arman Cohan Tom Hope 11 39 0 16 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 22 37 0 05 Nov 2021
Using Text Analytics for Health to Get Meaningful Insights from a Corpus of COVID Scientific Papers Dmitry Soshnikov Vickie Soshnikova 13 1 0 28 Oct 2021
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19 James Powell Kari Sentz 11 0 0 26 Oct 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains Sharon Levy Kevin Mo Wenhan Xiong W. Wang OOD LRM 39 12 0 13 Oct 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 14 64 0 08 Sep 2021
Unsupervised Text Mining of COVID-19 Records Mohamad Zamini OOD 9 0 0 08 Sep 2021
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions Diego Mollá Aliod Urvashi Khanna Dima Galat Vincent Nguyen Maciej Rybiński RALM 27 2 0 27 Aug 2021
Overview of BioASQ 2021: The ninth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering A. Nentidis K. Bougiatiotis Carlos Rodríguez-Penagos Anastasia Krithara Marta Villegas Martin Krallinger G. Paliouras 19 45 0 28 Jun 2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature Yu-Chiang Frank Wang Jinchao Li Tristan Naumann Chenyan Xiong Hao Cheng ... Yang Qin Eric Horvitz Paul N. Bennett Jianfeng Gao Hoifung Poon OOD 23 13 0 25 Jun 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 33 49 0 24 Jun 2021
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact Zhijing Jin Geeticka Chauhan Brian Tse Mrinmaya Sachan Rada Mihalcea 14 25 0 04 Jun 2021
COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations Shayan Fazeli D. Zamanzadeh Anaelia Ovalle Thu-Anh Nguyen Gilbert Gee Majid Sarrafzadeh 23 1 0 22 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 964 0 17 Apr 2021
COVID-19 Named Entity Recognition for Vietnamese Thinh Hung Truong M. Dao Dat Quoc Nguyen 21 38 0 08 Apr 2021
COVID-19 Smart Chatbot Prototype for Patient Monitoring Hannah Lei Weiqi Lu A. Ji Emmett Bertram Paul Gao Xiaoqian Jiang Arko Barman 15 4 0 11 Mar 2021
Accelerating COVID-19 research with graph mining and transformer-based learning Ilya Tyagin Ankit Kulshrestha Justin Sybrandt Krish Matta M. Shtutman Ilya Safro OOD AI4CE 18 6 0 10 Feb 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 21 95 0 10 Feb 2021
Spark NLP: Natural Language Understanding at Scale Veysel Kocaman D. Talby 37 66 0 26 Jan 2021
AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text Zhi Hong J. G. Pauloski Logan T. Ward Kyle Chard B. Blaiszik Ian T. Foster 8 0 0 12 Jan 2021