Title
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 120 34 0 27 Jan 2024
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs Nan Hu Jiaoyan Chen Yike Wu Guilin Qi Hongru Wang Sheng Bi Yongrui Chen Tongtong Wu Jeff Z. Pan HILM 100 8 0 26 Jan 2024
TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy Vibhav Agarwal Sourav Ghosh Harichandana Bss Himanshu Arora Barath Raj Kandur Raja 71 2 0 25 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 157 95 0 25 Jan 2024
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges Abdenour Hadid Tanujit Chakraborty Daniel Busby AI4CE 116 15 0 25 Jan 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance Haorui Wang Rongzhi Zhang Yinghao Li Lingkai Kong Yuchen Zhuang Xiusi Chen Chao Zhang LRM 81 5 0 24 Jan 2024
Can GPT-3.5 Generate and Code Discharge Summaries? Matúvs Falis Aryo Pradipta Gema Hang Dong Luke Daines Siddharth Basetti Michael Holder Rose S Penfold Alexandra Birch Beatrice Alex MedIm 92 14 0 24 Jan 2024
Symbolic Equation Solving via Reinforcement Learning Lennart Dabelow Masahito Ueda 84 2 0 24 Jan 2024
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models Hongzhan Lin Ziyang Luo Wei Gao Jing Ma Bo Wang Ruichao Yang 66 16 0 24 Jan 2024
Leveraging Chat-Based Large Vision Language Models for Multimodal Out-Of-Context Detection Fatma Shalabi Hichem Felouat H. Nguyen Isao Echizen MLLM 60 4 0 22 Jan 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 172 259 0 22 Jan 2024
Enhancing Recommendation Diversity by Re-ranking with Large Language Models Diego Carraro Derek Bridge LRM ALM 131 18 0 21 Jan 2024
FAIR Enough: How Can We Develop and Assess a FAIR-Compliant Dataset for Large Language Models' Training? Shaina Raza Shardul Ghuge Chen Ding Elham Dolatabadi D. Pandya SyDa 137 12 0 19 Jan 2024
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents Ziwei Gu Ian Arawjo Kenneth Li Jonathan K. Kummerfeld Elena L. Glassman 82 18 0 19 Jan 2024
Improving fine-grained understanding in image-text pre-training Ioana Bica Anastasija Ilić Matthias Bauer Goker Erdogan Matko Bovsnjak ... A. Gritsenko Matthias Minderer Charles Blundell Razvan Pascanu Jovana Mitrović VLM 75 27 0 18 Jan 2024
Evidence-centered Assessment for Writing with Generative AI Yixin Cheng Kayley Lyons Guanliang Chen D. Gašević Z. Swiecki 44 11 0 17 Jan 2024
Incremental Extractive Opinion Summarization Using Cover Trees Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Manzil Zaheer Andrew McCallum Amr Ahmed Snigdha Chaturvedi 72 3 0 16 Jan 2024
Consolidating Trees of Robotic Plans Generated Using Large Language Models to Improve Reliability Md. Sadman Sakib Yu Sun 105 9 0 15 Jan 2024
Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity Claudio Novelli F. Casolari Philipp Hacker Giorgio Spedicato Luciano Floridi AILaw SILM 101 47 0 14 Jan 2024
Evolving Code with A Large Language Model Erik Hemberg Stephen Moskal Una-May O’Reilly 82 30 0 13 Jan 2024
Fine-grained Hallucination Detection and Editing for Language Models Abhika Mishra Akari Asai Vidhisha Balachandran Yizhong Wang Graham Neubig Yulia Tsvetkov Hannaneh Hajishirzi HILM 117 87 0 12 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong ZuJie Wen Ke Xu Qi Li 165 64 0 11 Jan 2024
Cross-modal Retrieval for Knowledge-based Visual Question Answering Paul Lerner Olivier Ferret C. Guinaudeau 89 9 0 11 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 112 88 0 10 Jan 2024
ANGO: A Next-Level Evaluation Benchmark For Generation-Oriented Language Models In Chinese Domain Bingchao Wang ALM ELM 27 0 0 10 Jan 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue Jia-Chen Gu Haoyang Xu Jun-Yu Ma Pan Lu Zhen-Hua Ling Kai-Wei Chang Nanyun Peng KELM 118 55 0 09 Jan 2024
AI Hallucinations: A Misnomer Worth Clarifying Negar Maleki Balaji Padmanabhan Kaushik Dutta 80 45 0 09 Jan 2024
AI and Generative AI for Research Discovery and Summarization Mark Glickman Yi Zhang 50 20 0 08 Jan 2024
Computational Argumentation-based Chatbots: a Survey Federico Castagna Nadin Kökciyan I. Sassoon Simon Parsons Elizabeth I. Sklar 110 7 0 07 Jan 2024
Understanding Large-Language Model (LLM)-powered Human-Robot Interaction Callie Y. Kim Christine P. Lee Bilge Mutlu LM&Ro 95 82 0 06 Jan 2024
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models Wendi Cui Jiaxin Zhang Zhuohang Li Lopez Damien Kamalika Das Bradley Malin Kumar Sricharan 69 2 0 04 Jan 2024
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models Jean-Baptiste Excoffier Tom Roehr Alexei Figueroa Jens-Michalis Papaioannou Keno Bressem Matthieu Ortala 94 4 0 03 Jan 2024
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs Phillip Schneider Manuel Klettner Kristiina Jokinen Elena Simperl Florian Matthes 60 3 0 03 Jan 2024
Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models Matthew Dahl Varun Magesh Mirac Suzgun Daniel E. Ho HILM AILaw 126 86 0 02 Jan 2024
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education Arne Bewersdorff Christian Hartmann Marie Hornberger Kathrin Seßler Maria Bannert Enkelejda Kasneci Gjergji Kasneci Xiaoming Zhai Claudia Nerdel 121 37 0 01 Jan 2024
A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models Vansh Sharma Venkat Raman 52 7 0 31 Dec 2023
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models Chenyuan Yang Zijie Zhao Lingming Zhang 112 17 0 31 Dec 2023
Prompt Fuzzing for Fuzz Driver Generation Yunlong Lyu Yuxuan Xie Peng Chen Hao Chen 64 19 0 29 Dec 2023
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation Ruizhe Zhong Xingbo Du Shixiong Kai Zhentao Tang Siyuan Xu Hui-Ling Zhen Jianye Hao Qiang Xu Mingxuan Yuan Junchi Yan 70 40 0 28 Dec 2023
ShennongAlpha: an AI-driven sharing and collaboration platform for intelligent curation, acquisition, and translation of natural medicinal material knowledge Zijie YANG Yongjing Yin Chaojun Kong Tiange Chi Wufan Tao Yue Zhang Tian Xu 20 4 0 27 Dec 2023
Towards Consistent Language Models Using Declarative Constraints Jasmin Mousavi Arash Termehchy HILM ALM 62 2 0 24 Dec 2023
Context-aware Decoding Reduces Hallucination in Query-focused Summarization Zhichao Xu HILM 66 10 0 21 Dec 2023
Quantifying Bias in Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian 91 10 0 20 Dec 2023
On Early Detection of Hallucinations in Factual Question Answering Ben Snyder Marius Moisescu Muhammad Bilal Zafar HILM 128 28 0 19 Dec 2023
The Metacognitive Demands and Opportunities of Generative AI Lev Tankelevitch Viktor Kewenig Auste Simkute A. E. Scott Advait Sarkar Abigail Sellen Sean Rintel AI4CE 67 116 0 18 Dec 2023
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Malka N. Halgamuge 157 55 0 18 Dec 2023
The Problem of Coherence in Natural Language Explanations of Recommendations Jakub Raczynski Mateusz Lango Jerzy Stefanowski 110 6 0 18 Dec 2023
RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation Run-Ze Fan Yixing Fan Jiangui Chen Jiafeng Guo Ruqing Zhang Xueqi Cheng 96 6 0 16 Dec 2023
M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base Zhiwei Zha Jiaan Wang Zhixu Li Xiangru Zhu Wei Song Yanghua Xiao VLM 102 2 0 16 Dec 2023
Alignment for Honesty Yuqing Yang Ethan Chern Xipeng Qiu Graham Neubig Pengfei Liu 87 35 0 12 Dec 2023