Title
Zero-shot Cross-lingual Stance Detection via Adversarial Language Adaptation A. Bharathi A. Zubiaga 35 0 0 22 Apr 2024
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Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning Teo Susnjak Peter Hwang N. Reyes A. Barczak Timothy R. McIntosh Surangika Ranathunga 70 22 0 08 Apr 2024
Majority Voting of Doctors Improves Appropriateness of AI Reliance in Pathology H. Gu Chunxu Yang S. Magaki Neda Zarrin-Khameh N. Lakis ... Todd M. Stevens Sara L. Stone Wenzhong Yan Mohammad Haeri Xiang Ánthony' Chen 30 0 0 06 Apr 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation Tong Su Xin Peng Sarubi Thillainathan David Guzmán Surangika Ranathunga En-Shiun Annie Lee 35 2 0 05 Apr 2024
Transformers for molecular property prediction: Lessons learned from the past five years Afnan Sultan Jochen Sieg M. Mathea Andrea Volkamer AI4CE 29 10 0 05 Apr 2024
Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales Ayushi Nirmal Amrita Bhattacharjee Paras Sheth Huan Liu AAML 40 11 0 19 Mar 2024
GPT-4 as Evaluator: Evaluating Large Language Models on Pest Management in Agriculture Shanglong Yang Zhipeng Yuan Shunbao Li Ruoling Peng Kang Liu Po Yang ELM LM&MA 43 6 0 18 Mar 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 60 5 0 15 Mar 2024
Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention Ellie Prosser Matthew Edwards 27 6 0 14 Mar 2024
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Can Interpretability Layouts Influence Human Perception of Offensive Sentences? Thiago Freitas dos Santos Nardine Osman Marco Schorlemmer 21 0 0 01 Mar 2024
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation Zizhong Li Haopeng Zhang Jiawei Zhang RALM 48 1 0 19 Feb 2024
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models M. Pternea Prerna Singh Abir Chakraborty Y. Oruganti M. Milletarí Sayli Bapat Kebei Jiang OffRL 21 7 0 02 Feb 2024
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness Samaneh Shafee A. Bessani Pedro M. Ferreira 31 19 0 26 Jan 2024
Turn-taking and Backchannel Prediction with Acoustic and Large Language Model Fusion Jinhan Wang Long Chen Aparna Khare A. Raju Pranav Dheram Di He Minhua Wu A. Stolcke Venkatesh Ravichandran 14 6 0 26 Jan 2024
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition David M. Chan Shalini Ghosh Hitesh Tulsiani Ariya Rastrow Björn Hoffmeister 28 1 0 04 Jan 2024
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang Junjie Hu Hsinchun Chen 33 7 0 27 Dec 2023
Federated Continual Learning via Knowledge Fusion: A Survey Xin Yang Hao Yu Xin Gao Hao Wang Junbo Zhang Tianrui Li FedML 33 31 0 27 Dec 2023
Mixed Distillation Helps Smaller Language Model Better Reasoning Chenglin Li Qianglong Chen Liangyue Li Wang Caiyu Yicheng Li Zhang Yin Yin Zhang LRM 41 11 0 17 Dec 2023
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records Yao-Shun Chuang Xiaoqian Jiang Chun-Teh Lee Ryan Brandon Duong Tran O. Tokede Muhammad Walji 6 3 0 17 Nov 2023
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots Ruixiang Tang Jiayi Yuan Yiming Li Zirui Liu Rui Chen Xia Hu AAML 36 13 0 28 Oct 2023
LLMs-Healthcare : Current Applications and Challenges of Large Language Models in various Medical Specialties Ummara Mumtaz Awais Ahmed Summaya Mumtaz AI4MH LM&MA 27 11 0 28 Oct 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 46 520 0 03 Sep 2023
Impression-Aware Recommender Systems F. B. P. Maurera Maurizio Ferrari Dacrema P. Castells Paolo Cremonesi AI4TS 35 2 0 15 Aug 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen ALM 42 130 0 29 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 63 309 0 05 Jul 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 16 9 0 08 Jun 2023
TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification Mohsen Pourvali Yao Meng Chen Sheng Yangzhou Du 15 0 0 24 May 2023
Human Behavioral Benchmarking: Numeric Magnitude Comparison Effects in Large Language Models Raj Sanjay Shah Vijay Marupudi Reba Koenen Khushi Bhardwaj Sashank Varma 24 6 0 18 May 2023
Multi-Modal Deep Learning for Credit Rating Prediction Using Text and Numerical Data Streams M. Tavakoli Rohitash Chandra Fengrui Tian Cristián Bravo 21 8 0 21 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 38 211 0 10 Apr 2023
Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT Yi Qi Xingyu Zhao Siddartha Khastgir Xiaowei Huang 24 14 0 03 Apr 2023
Chinese Intermediate English Learners outdid ChatGPT in deep cohesion: Evidence from English narrative writing Tongquan Zhou Siyi Cao Siruo Zhou Yao Zhang Aijing He 25 34 0 21 Mar 2023
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data Shenghan Zhang Haoxuan Li Ruixiang Tang Sirui Ding L. Rasmy Degui Zhi Na Zou Xia Hu 29 5 0 19 Mar 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 56 12 0 13 Mar 2023
Guiding Pretraining in Reinforcement Learning with Large Language Models Yuqing Du Olivia Watkins Zihan Wang Cédric Colas Trevor Darrell Pieter Abbeel Abhishek Gupta Jacob Andreas LM&Ro 21 174 0 13 Feb 2023
Towards Few-Shot Identification of Morality Frames using In-Context Learning Shamik Roy Nishanth Nakshatri Dan Goldwasser 26 11 0 03 Feb 2023
A Survey of Deep Learning: From Activations to Transformers Johannes Schneider Michalis Vlachos ViT MedIm AI4TS AI4CE 50 9 0 01 Feb 2023
KAER: A Knowledge Augmented Pre-Trained Language Model for Entity Resolution Liri Fang Lan Li Yiren Liu Vetle I. Torvik Bertram Ludäscher 16 5 0 12 Jan 2023
Topics in Contextualised Attention Embeddings Mozhgan Talebpour A. G. S. D. Herrera Shoaib Jameel 26 2 0 11 Jan 2023
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers F. Souza J. B. O. S. Filho 11 6 0 01 Dec 2022
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations Linlin Liu Xingxuan Li Megh Thakkar Xin Li Shafiq R. Joty Luo Si Lidong Bing 27 2 0 16 Nov 2022
The Path to Autonomous Learners Hanna Abi Akl 27 1 0 04 Nov 2022
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 74 203 0 14 Oct 2022
DATScore: Evaluating Translation with Data Augmented Translations Moussa Kamal Eddine Guokan Shang Michalis Vazirgiannis 44 5 0 12 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt W. Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 175 86 0 10 Oct 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 23 49 0 03 May 2022
The COVMis-Stance dataset: Stance Detection on Twitter for COVID-19 Misinformation Yanfang Hou P. V. D. Putten Suzan Verberne 33 9 0 05 Apr 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022