Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 91 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 97 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 Min Zhang LM&MA AILaw 98 154 0 28 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 82 19 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 53 3 0 03 Jan 2025
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 43 2 0 14 Jun 2024
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 41 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 40 8 0 22 Feb 2024
PubMed and Beyond: Biomedical Literature Search in the Age of Artificial Intelligence Qiao Jin Robert Leaman Zhiyong Lu LM&MA 35 41 0 18 Jul 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 56 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 21 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 21 22 0 29 May 2023
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics Shaurya Rohatgi Yanxia Qin Benjamin Aw Niranjana Unnithan MingSung Kan LMTD 20 12 0 24 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 34 5 0 11 May 2023
Covidia: COVID-19 Interdisciplinary Academic Knowledge Graph Cheng Deng Jiaxin Ding Luoyi Fu Weinan Zhang Xinbing Wang Cheng Zhou 16 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 29 41 0 01 Mar 2023
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 42 19 0 03 Dec 2022
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations Amanpreet Singh Mike DÁrcy Arman Cohan Doug Downey Sergey Feldman 22 82 0 23 Nov 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 35 6 0 19 Oct 2022
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts Nghia T. Le Fan Bai Alan Ritter 37 12 0 07 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 19 161 0 06 Oct 2022
Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes Ke Shen Mayank Kejriwal 27 4 0 03 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 36 7 0 22 Aug 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 45 167 0 27 Jul 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 40 10 0 05 May 2022
A Computational Inflection for Scientific Discovery Tom Hope Doug Downey Oren Etzioni Daniel S. Weld Eric Horvitz AI4CE 24 32 0 04 May 2022
Large-Scale Multi-Document Summarization with Information Extraction and Compression Ning Wang Han Liu Diego Klabjan 33 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 36 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 27 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 27 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 29 4 0 06 Apr 2022
Do Language Models Plagiarize? Jooyoung Lee Thai Le Jinghui Chen Dongwon Lee 36 74 0 15 Mar 2022
Exploring Descriptions of Movement Through Geovisual Analytics Scott Pezanowski P. Mitra A. Maceachren 19 5 0 01 Mar 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems Y. Du Antoine Bosselut Christopher D. Manning AAML OffRL 33 32 0 18 Feb 2022
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation Hejie Cui Jiaying Lu Yao Ge Carl Yang 42 22 0 12 Jan 2022
Establishing Strong Baselines for TripClick Health Retrieval Sebastian Hofstatter Sophia Althammer Mete Sertkan Allan Hanbury MedIm 31 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 24 149 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 29 152 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 28 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
Testing the Generalization of Neural Language Models for COVID-19 Misinformation Detection Jan Philip Wahle Nischal Ashok Kumar Terry Ruas Norman Meuschke Tirthankar Ghosal Bela Gipp 38 17 0 15 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 29 38 0 05 Nov 2021
Using Text Analytics for Health to Get Meaningful Insights from a Corpus of COVID Scientific Papers Dmitry Soshnikov Vickie Soshnikova 18 1 0 28 Oct 2021
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19 James Powell Kari Sentz 24 0 0 26 Oct 2021
Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning Blaž Škrlj M. Jukič Nika Erzen Senja Pollak Nada Lavrac 14 2 0 17 Oct 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains Sharon Levy Kevin Mo Wenhan Xiong Wei Wang OOD LRM 41 12 0 13 Oct 2021
COVIDRead: A Large-scale Question Answering Dataset on COVID-19 Tanik Saikh Sovan Kumar Sahoo Asif Ekbal P. Bhattacharyya 27 5 0 05 Oct 2021
MMCoVaR: Multimodal COVID-19 Vaccine Focused Data Repository for Fake News Detection and a Baseline Architecture for Classification Mingxuan Chen Xinqiao Chu K. P. Subbalakshmi 43 26 0 14 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 31 64 0 08 Sep 2021