Title
Masked Generative Priors Improve World Models Sequence Modelling Capabilities Cristian Meo Mircea Lica Zarif Ikram Akihiro Nakano Vedant Shah Aniket Didolkar Dianbo Liu Anirudh Goyal Justin Dauwels OffRL 90 0 0 10 Oct 2024
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning Ruosen Li Ziming Luo Xinya Du LRM 34 0 0 08 Oct 2024
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging Ryota Tozuka H. Johno Akitomo Amakawa Junichi Sato Mizuki Muto Shri Kiran Srinivasan Atsushi Komaba Hiroshi Onishi RALM LM&MA 23 6 0 08 Oct 2024
Mitigating Hallucinations Using Ensemble of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support Abdul Muqtadir H. M. Bilal Ayesha Yousaf Hafiz Farooq Ahmed Jamil Hussain AI4MH 33 0 0 06 Oct 2024
Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities Hoon Lee Mintae Kim Seunghwan Baek Namyoon Lee Merouane Debbah Inkyu Lee 23 1 0 06 Oct 2024
Evaluating the Correctness of Inference Patterns Used by LLMs for Judgment Lu Chen Yuxuan Huang Yixing Li Dongrui Liu Qihan Ren Shuai Zhao Kun Kuang Zilong Zheng Quanshi Zhang 31 1 0 06 Oct 2024
Narrative Player: Reviving Data Narratives with Visuals Zekai Shao Leixian Shen Haotian Li Yi Shan Huamin Qu Yun Wang Siming Chen VGen 37 3 0 04 Oct 2024
FactCheckmate: Preemptively Detecting and Mitigating Hallucinations in LMs Deema Alnuhait Neeraja Kirtane Muhammad Khalifa Hao Peng HILM LRM 34 2 0 03 Oct 2024
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations Hadas Orgad Michael Toker Zorik Gekhman Roi Reichart Idan Szpektor Hadas Kotek Yonatan Belinkov HILM AIFin 61 25 0 03 Oct 2024
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations Nick Jiang Anish Kachinthaya Suzie Petryk Yossi Gandelsman VLM 34 16 0 03 Oct 2024
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 59 1 0 02 Oct 2024
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning Niki Maria Foteinopoulou Enjie Ghorbel Djamila Aouada 30 2 0 01 Oct 2024
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining Vinayak Arannil Neha Narwal Sourav Sanjukta Bhabesh Sai Nikhil Thirandas Darren Yow-Bang Wang Graham Horwood Alex Anto Chirayath Gouri Pandeshwar 41 0 0 30 Sep 2024
Understanding How Psychological Distance Influences User Preferences in Conversational Versus Web Search Yitian Yang Yugin Tan Yang Chen Lin Jung-Tai King Zihan Liu Yi-Chieh Lee 25 0 0 30 Sep 2024
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions Enamul Hoque Mohammed Saidul Islam 38 2 0 29 Sep 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models Vibhor Agarwal Yiqiao Jin Mohit Chandra Munmun De Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 47 5 0 29 Sep 2024
Enhancing Explainability in Multimodal Large Language Models Using Ontological Context Jihen Amara B. König-Ries Sheeba Samuel 26 1 0 27 Sep 2024
Unsupervised Cognition Alfredo Ibias Hector Antona Guillem Ramirez-Miranda Enric Guinovart Eduard Alarcon SSL 16 2 0 27 Sep 2024
Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation Quanting Xie So Yeon Min Tianyi Zhang Kedi Xu Aarav Bajaj Ruslan Salakhutdinov Matthew Johnson-Roberson Yonatan Bisk Matthew Johnson-Roberson Yonatan Bisk LM&Ro 55 7 0 26 Sep 2024
EgoLM: Multi-Modal Language Model of Egocentric Motions Fangzhou Hong Vladimir Guzov Hyo Jin Kim Yuting Ye Richard Newcombe Ziwei Liu Lingni Ma 37 5 0 26 Sep 2024
Integrating Hierarchical Semantic into Iterative Generation Model for Entailment Tree Explanation Qin Wang Jianzhou Feng Yiming Xu 33 0 0 26 Sep 2024
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection Xuefeng Du Chaowei Xiao Yixuan Li HILM 34 18 0 26 Sep 2024
A Unified Hallucination Mitigation Framework for Large Vision-Language Models Yue Chang Liqiang Jing Xiaopeng Zhang Yue Zhang VLM MLLM 68 2 0 24 Sep 2024
MultiTalk: Introspective and Extrospective Dialogue for Human-Environment-LLM Alignment Venkata Naren Devarakonda Ali Umut Kaypak Shuaihang Yuan Prashanth Krishnamurthy Yi Fang Farshad Khorrami LLMAG 47 0 0 24 Sep 2024
Towards Enhancing Linked Data Retrieval in Conversational UIs using Large Language Models Omar Mussa Omer F. Rana Benoît Goossens Pablo Orozco-Terwengel Charith Perera 24 0 0 24 Sep 2024
Parse Trees Guided LLM Prompt Compression Wenhao Mao Chengbin Hou Tianyu Zhang Xinyu Lin Ke Tang Hairong Lv 26 0 0 23 Sep 2024
RACOON: An LLM-based Framework for Retrieval-Augmented Column Type Annotation with a Knowledge Graph Linxi Wei Guorui Xiao Magdalena Balazinska 33 1 0 22 Sep 2024
A Survey on Multimodal Benchmarks: In the Era of Large AI Models Lin Li Guikun Chen Hanrong Shi Jun Xiao Long Chen 42 9 0 21 Sep 2024
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion Tongxuan Liu Xingyu Wang Weizhe Huang Wenjiang Xu Yuting Zeng Lei Jiang Hailong Yang Jing Li LLMAG 44 8 0 21 Sep 2024
Visualizationary: Automating Design Feedback for Visualization Designers using LLMs Sungbok Shin Sanghyun Hong Niklas Elmqvist 32 0 0 19 Sep 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images Zhecan Wang Junzhang Liu Chia-Wei Tang Hani Alomari Anushka Sivakumar ... Haoxuan You A. Ishmam Kai-Wei Chang Shih-Fu Chang Chris Thomas CoGe VLM 66 2 0 19 Sep 2024
The Factuality of Large Language Models in the Legal Domain Rajaa El Hamdani Thomas Bonald Fragkiskos D. Malliaros Nils Holzenberger Fabian M. Suchanek AILaw HILM 34 0 0 18 Sep 2024
ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering Priyesh Vakharia Abigail Kufeldt Max Meyers Ian Lane Leilani H. Gilpin 34 0 0 17 Sep 2024
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models Mengfei Liang Archish Arun Zekun Wu Cristian Muñoz Jonathan Lutch Emre Kazim Adriano Soares Koshiyama Philip C. Treleaven HILM 34 0 0 17 Sep 2024
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 37 6 0 17 Sep 2024
LLMs for clinical risk prediction Mohamed Rezk Patricia Cabanillas Silva F. Dahlweid LM&MA 16 0 0 16 Sep 2024
Increasing faithfulness in human-human dialog summarization with Spoken Language Understanding tasks Eunice Akani Benoît Favre Frederic Bechet Romain Gemignani 26 0 0 16 Sep 2024
Large Language Models are Pattern Matchers: Editing Semi-Structured and Structured Documents with ChatGPT Irene Weber KELM AI4MH 37 0 0 12 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Ashish Kundu Charles Fleming Mingyi Hong Jie Ding SILM 21 2 0 12 Sep 2024
User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study Julien Albert Martin Balfroid Miriam Doh Jérémie Bogaert L. L. Fisca Liesbet De Vos Bryan Renard Vincent Stragier Emmanuel Jean LRM 26 0 0 10 Sep 2024
Logically Consistent Language Models via Neuro-Symbolic Integration Diego Calanzone Stefano Teso Antonio Vergari LRM 76 6 0 09 Sep 2024
Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models Xingyun Hong Yan Shao Zhilin Wang Manni Duan Jin Xiongnan 44 0 0 09 Sep 2024
Column Vocabulary Association (CVA): semantic interpretation of dataless tables Margherita Martorana Xueli Pan Benno Kruit Tobias Kuhn Jacco van Ossenbruggen 33 1 0 06 Sep 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 44 9 0 06 Sep 2024
CACER: Clinical Concept Annotations for Cancer Events and Relations Yujuan Fu Giridhar Kaushik Ramachandran Ahmad Halwani Bridget T. McInnes Fei Xia K. Lybarger Meliha Yetisgen Özlem Uzuner 34 1 0 05 Sep 2024
Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time Francisco de Arriba-Pérez Silvia García-Méndez 37 2 0 05 Sep 2024
Imitating Language via Scalable Inverse Reinforcement Learning Markus Wulfmeier Michael Bloesch Nino Vieillard Arun Ahuja Jorg Bornschein ... Jost Tobias Springenberg Nikola Momchev Olivier Bachem Matthieu Geist Martin Riedmiller 39 9 0 02 Sep 2024
LLM-PQA: LLM-enhanced Prediction Query Answering Ziyu Li Wenjie Zhao Asterios Katsifodimos Rihan Hai 28 0 0 02 Sep 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression Haowen Hou Fei Ma Binwen Bai Xinxin Zhu Fei Yu 33 0 0 28 Aug 2024
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