Title
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models Duy Khoa Pham Bao Quoc Vo LM&MA HILM 31 4 0 25 Aug 2024
Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience Zhonghao He Jascha Achterberg Katie Collins Kevin K. Nejad Danyal Akarca ... Chole Li Kai J. Sandbrink Stephen Casper Anna Ivanova Grace W. Lindsay AI4CE 28 1 0 22 Aug 2024
EvalYaks: Instruction Tuning Datasets and LoRA Fine-tuned Models for Automated Scoring of CEFR B2 Speaking Assessment Transcripts Nicy Scaria Silvester John Joseph Kennedy Thomas Latinovich Deepak N. Subramani 26 0 0 22 Aug 2024
Promises and challenges of generative artificial intelligence for human learning Lixiang Yan Samuel Greiff Ziwen Teuber Dragan Gašević 49 55 0 22 Aug 2024
The Dilemma of Uncertainty Estimation for General Purpose AI in the EU AI Act Matias Valdenegro-Toro Radina Stoykova 21 0 0 20 Aug 2024
Large Language Model Driven Recommendation Anton Korikov Scott Sanner Yashar Deldjoo Zhankui He Julian McAuley ... René Vidal Mahesh Sathiamoorthy Atoosa Kasrizadeh Silvia Milano Francesco Ricci 50 0 0 20 Aug 2024
Variable Assignment Invariant Neural Networks for Learning Logic Programs Yin Jun Phua Katsumi Inoue 27 0 0 20 Aug 2024
PhysBERT: A Text Embedding Model for Physics Scientific Literature Thorsten Hellert Joao Montenegro Andrea Pollastro PINN AI4CE 30 4 0 18 Aug 2024
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability Jiri Hron Laura J. Culp Gamaleldin F. Elsayed Rosanne Liu Ben Adlam ... T. Warkentin Lechao Xiao Kelvin Xu Jasper Snoek Simon Kornblith 45 1 0 14 Aug 2024
CodeMirage: Hallucinations in Code Generated by Large Language Models Vibhor Agarwal Yulong Pei Salwa Alamir Xiaomo Liu 42 4 0 14 Aug 2024
Speculations on Uncertainty and Humane Algorithms Nicholas Gray 49 0 0 13 Aug 2024
Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and Evaluation Nicy Scaria S. Chenna Deepak N. Subramani ELM AI4Ed 33 7 0 08 Aug 2024
Dynamic Fog Computing for Enhanced LLM Execution in Medical Applications Philipp Zagar Vishnu Ravi Lauren Aalami Stephan Krusche Oliver Aalami Paul Schmiedmayer 36 3 0 08 Aug 2024
Patchview: LLM-Powered Worldbuilding with Generative Dust and Magnet Visualization John Joon Young Chung Max Kreminski 45 10 0 07 Aug 2024
1.5-Pints Technical Report: Pretraining in Days, Not Months -- Your Language Model Thrives on Quality Data Calvin Tan Jerome Wang ALM 38 2 0 07 Aug 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering Tiezheng Guo Chen Wang Yanyi Liu Jiawei Tang Pan Li Sai Xu Qingwen Yang Xianlin Gao Zhi Li Yingyou Wen RALM 37 1 0 06 Aug 2024
On the consistent reasoning paradox of intelligence and optimal trust in AI: The power of Í don't know' Alexander Bastounis Paolo Campodonico M. Schaar Ben Adcock Anders C. Hansen LRM 23 2 0 05 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 78 27 0 05 Aug 2024
Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference Ke Shen Mayank Kejriwal 45 0 0 04 Aug 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models Fushuo Huo Wenchao Xu Zhong Zhang Yining Qi Zhicheng Chen Peilin Zhao VLM MLLM 66 19 0 04 Aug 2024
Prompt Recursive Search: A Living Framework with Adaptive Growth in LLM Auto-Prompting Xiangyu Zhao Chengqian Ma 33 2 0 02 Aug 2024
Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs Peng Ding Jingyu Wu Mark Girolami Dan Ma Xuezhi Cao Xunliang Cai Shi Chen T. J. Sullivan Shujian Huang AAML VLM MLLM 39 51 0 02 Aug 2024
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions Guangzhi Xiong Qiao Jin Xiao Wang Minjia Zhang Zhiyong Lu Aidong Zhang RALM 56 24 0 01 Aug 2024
Adversarial Text Rewriting for Text-aware Recommender Systems Ganesh Ghalme Reshef Meir Srijan Kumar 42 0 0 01 Aug 2024
Cost-Effective Hallucination Detection for LLMs Simon Valentin Jinmiao Fu Gianluca Detommaso Shaoyuan Xu Giovanni Zappella Bryan Wang HILM 42 4 0 31 Jul 2024
Domain Adaptable Prescriptive AI Agent for Enterprise Piero Orderique Wei-Ju Sun Kristjan Greenewald 28 1 0 29 Jul 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 78 20 0 29 Jul 2024
Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs Emilio Colombo Fabio Mercorio Mario Mezzanzanica Antonio Serino 36 1 0 27 Jul 2024
Blockchain for Large Language Model Security and Safety: A Holistic Survey Caleb Geren Amanda Board Gaby G. Dagher Tim Andersen Jun Zhuang 46 6 0 26 Jul 2024
Ontology of Belief Diversity: A Community-Based Epistemological Approach Tyler Fischella Erin van Liemt Qiuyi Qiuyi Zhang 32 0 0 25 Jul 2024
A Voter-Based Stochastic Rejection-Method Framework for Asymptotically Safe Language Model Outputs Jake R. Watts Joel Sokol 37 0 0 24 Jul 2024
From Sands to Mansions: Towards Automated Cyberattack Emulation with Classical Planning and Large Language Models Lingzhi Wang Zhenyuan Li Zonghan Guo Yi Jiang Kyle Jung Kedar Thiagarajan Jiahui Wang Zhengkai Wang Emily Wei Xiangmin Shen 65 0 0 24 Jul 2024
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation Marco Simoni Andrea Saracino Vinod Puthuvath Maurco Conti 60 2 0 22 Jul 2024
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning Zhecan Wang Garrett Bingham Adams Wei Yu Quoc V. Le Thang Luong Golnaz Ghiasi MLLM LRM 45 9 0 22 Jul 2024
RadioRAG: Factual Large Language Models for Enhanced Diagnostics in Radiology Using Dynamic Retrieval Augmented Generation Soroosh Tayebi Arasteh Mahshad Lotfinia Keno Bressem R. Siepmann Dyke Ferber Christiane Kuhl Jakob Nikolas Kather S. Nebelung Daniel Truhn RALM LM&MA VLM 27 2 0 22 Jul 2024
A Solution toward Transparent and Practical AI Regulation: Privacy Nutrition Labels for Open-source Generative AI-based Applications Meixue Si Shidong Pan Dianshu Liao Xiaoyu Sun Zhenyuan Tao Wenchang Shi Zhenchang Xing 45 4 0 22 Jul 2024
Framework for Adoption of Generative Artificial Intelligence (GenAI) in Education S. Shailendra Rajan Kadel Aakanksha Sharma AI4CE 23 11 0 21 Jul 2024
DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer Jinfeng Wei Xiaofeng Zhang 28 13 0 21 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 39 8 0 19 Jul 2024
GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text Kyle Hamilton Luca Longo Bojan Bozic 45 1 0 16 Jul 2024
Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation María Miró Maestre Iván Martínez-Murillo T. J. Martin Borja Navarro-Colorado Antonio Ferrández Rodríguez Armando Suárez Cueto Elena Lloret ELM LM&MA 46 0 0 15 Jul 2024
Look Within, Why LLMs Hallucinate: A Causal Perspective He Li Haoang Chi Mingyu Liu Wenjing Yang LRM 37 5 0 14 Jul 2024
Integrating AI Tutors in a Programming Course Iris Ma A. Krone-Martins Cristina V. Lopes 33 3 0 14 Jul 2024
Mitigating Entity-Level Hallucination in Large Language Models Weihang Su Yichen Tang Qingyao Ai Changyue Wang Zhijing Wu Yiqun Liu HILM 47 6 0 12 Jul 2024
Uncertainty Estimation of Large Language Models in Medical Question Answering Jiaxin Wu Yizhou Yu Hong-Yu Zhou HILM ELM 43 2 0 11 Jul 2024
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models Yuji Zhang Sha Li Jiateng Liu Pengfei Yu Yi R. Fung Jing Li Manling Li Heng Ji 39 11 0 10 Jul 2024
Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey) K. Kenthapadi M. Sameki Ankur Taly HILM ELM AILaw 39 12 0 10 Jul 2024
Composable Interventions for Language Models Arinbjorn Kolbeinsson Kyle O'Brien Tianjin Huang Shanghua Gao Shiwei Liu ... Anurag J. Vaidya Faisal Mahmood Marinka Zitnik Tianlong Chen Thomas Hartvigsen KELM MU 89 5 0 09 Jul 2024
Vision-Language Models under Cultural and Inclusive Considerations Antonia Karamolegkou Phillip Rust Yong Cao Ruixiang Cui Anders Søgaard Daniel Hershcovich VLM 53 7 0 08 Jul 2024
Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 53 16 0 06 Jul 2024