Title
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 88 45 0 20 May 2024
Automated Multi-level Preference for MLLMs Mengxi Zhang Wenhao Wu Yu Lu Yuxin Song Kang Rong ... Jianbo Zhao Fanglong Liu Yifan Sun Haocheng Feng Jingdong Wang MLLM 125 15 0 18 May 2024
Jill Watson: A Virtual Teaching Assistant powered by ChatGPT Karan Taneja Pratyusha Maiti Sandeep Kakar P. Guruprasad Sanjeev Rao Ashok K. Goel 77 23 0 17 May 2024
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness Mingchen Li Zaifu Zhan Han Yang Yongkang Xiao Jiatan Huang Rui Zhang 82 6 0 13 May 2024
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources Subash Neupane Elias Hossain Jason Keith Himanshu Tripathi Farbod Ghiasi Noorbakhsh Amiri Golilarz Amin Amirlatifi Sudip Mittal Shahram Rahimi 91 10 0 13 May 2024
COBias and Debias: Balancing Class Accuracies for Language Models in Inference Time via Nonlinear Integer Programming Ruixi Lin Yang You 98 1 0 13 May 2024
LLM-Generated Black-box Explanations Can Be Adversarially Helpful R. Ajwani Shashidhar Reddy Javaji Frank Rudzicz Zining Zhu AAML 82 8 0 10 May 2024
One vs. Many: Comprehending Accurate Information from Multiple Erroneous and Inconsistent AI Generations Yoonjoo Lee Kihoon Son Tae Soo Kim Jisu Kim John Joon Young Chung Eytan Adar Juho Kim 101 13 0 09 May 2024
Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis Jiajing Guo V. Mohanty Jorge Henrique Piazentin Ono Hongtao Hao Liang Gou Liu Ren 71 13 0 09 May 2024
(Dis)placed Contributions: Uncovering Hidden Hurdles to Collaborative Writing Involving Non-Native Speakers, Native Speakers, and AI-Powered Editing Tools Yimin Xiao Yuewen Chen Naomi Yamashita Yuexi Chen Zhicheng Liu Ge Gao 49 5 0 09 May 2024
Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations Hassan Shakil Zeydy Ortiz Grant C. Forbes 95 3 0 07 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 143 47 0 06 May 2024
AlphaMath Almost Zero: process Supervision without process Guoxin Chen Minpeng Liao Chengxi Li Kai Fan AIMat LRM 86 113 0 06 May 2024
Whispy: Adapting STT Whisper Models to Real-Time Environments Antonio Bevilacqua Paolo Saviano A. Amirante S. Romano 64 3 0 06 May 2024
Explainability for Transparent Conversational Information-Seeking Weronika Lajewska Damiano Spina Johanne Trippas K. Balog 73 7 0 06 May 2024
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance Matthew Renze Erhan Guven LRM LLMAG 134 47 0 05 May 2024
Conformal Prediction for Natural Language Processing: A Survey Margarida M. Campos António Farinhas Chrysoula Zerva Mário A. T. Figueiredo André F. T. Martins AI4CE 266 18 0 03 May 2024
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index Jiawei Zhou Li Dong Furu Wei Lei Chen 27 0 0 03 May 2024
Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models Raymond Fok Nedim Lipka Tong Sun Alexa F. Siu 79 7 0 02 May 2024
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust Sunnie S. Y. Kim Q. V. Liao Mihaela Vorvoreanu Steph Ballard Jennifer Wortman Vaughan 117 65 0 01 May 2024
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine Mingchen Li H. Kilicoglu Hualei Xu Rui Zhang LM&MA RALM 119 14 0 01 May 2024
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification Yuchen Tian Weixiang Yan Qian Yang Xuandong Zhao Qian Chen Ziyang Luo Lei Ma Lei Ma Dawn Song 83 13 0 30 Apr 2024
DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study Junze Li Changyang He Jiaxiong Hu Boyang Jia A. Halevy Xiaojuan Ma 33 11 0 30 Apr 2024
When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively Tiziano Labruna Jon Ander Campos Gorka Azkune 75 13 0 30 Apr 2024
GPT-4 passes most of the 297 written Polish Board Certification Examinations Jakub Pokrywka Jeremi Kaczmarek Edward Gorzelañczyk LM&MA ELM 91 5 0 29 Apr 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 105 51 0 28 Apr 2024
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models Zhongzhen Huang Kui Xue Yongqi Fan Linjie Mu Ruoyu Liu Tong Ruan Shaoting Zhang Xiaofan Zhang LM&MA RALM 93 5 0 27 Apr 2024
Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models Bradley Paul Allen Paul T. Groth 72 4 0 25 Apr 2024
Autonomous LLM-driven research from data to human-verifiable research papers Tal Ifargan Lukas Hafner Maor Kern Ori Alcalay Roy Kishony 112 23 0 24 Apr 2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall Jiaqing Yuan Lin Pan Chung-Wei Hang Jiang Guo Jiarong Jiang Bonan Min Patrick Ng Zhiguo Wang HILM ELM 87 4 0 24 Apr 2024
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Jack Boylan Shashank Mangla Dominic Thorn D. Ghalandari Parsa Ghaffari Chris Hokamp SLR 94 2 0 24 Apr 2024
Interactive Analysis of LLMs using Meaningful Counterfactuals Furui Cheng Vilém Zouhar Robin Shing Moon Chan Daniel Fürst Hendrik Strobelt Mennatallah El-Assady 136 11 0 23 Apr 2024
Retrieval Augmented Generation for Domain-specific Question Answering Sanat Sharma David Seunghyun Yoon Franck Dernoncourt Dewang Sultania Karishma Bagga Mengjiao Zhang Trung Bui Varun Kotte RALM 87 9 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 215 61 0 23 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 98 143 0 21 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 201 11 0 17 Apr 2024
Fewer Truncations Improve Language Modeling Hantian Ding Zijian Wang Giovanni Paolini Varun Kumar Anoop Deoras Dan Roth Stefano Soatto 121 14 0 16 Apr 2024
Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering Yuqi Wang Boran Jiang Yi Luo Dawei He Peng Cheng Liangcai Gao LRM 37 2 0 16 Apr 2024
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence Kevin Wu Eric Wu James Zou AAML 167 48 0 16 Apr 2024
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs Adi Simhi Jonathan Herzig Idan Szpektor Yonatan Belinkov HILM 115 13 0 15 Apr 2024
Software Engineering Methods For AI-Driven Deductive Legal Reasoning Rohan Padhye AILaw ELM 71 5 0 15 Apr 2024
Anatomy of Industrial Scale Multilingual ASR Francis McCann Ramirez Luka Chkhetiani Andrew Ehrenberg R. McHardy Rami Botros ... Ahmed Efty Daniel McCrystal Sam Flamini Domenic Donato Takuya Yoshioka 104 12 0 15 Apr 2024
Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A~Case~Study~at~HCMUT Tuan Bui Oanh Tran Phuong Nguyen Bao Ho Long Nguyen Thang Bui Tho Quan AI4Ed 70 27 0 14 Apr 2024
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 130 6 0 12 Apr 2024
Generating consistent PDDL domains with Large Language Models Pavel Smirnov Frank Joublin Antonello Ceravola Michael Gienger 81 9 0 11 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 134 96 0 11 Apr 2024
Behavior Trees Enable Structured Programming of Language Model Agents Richard Kelley AI4CE LM&Ro LLMAG 103 0 0 11 Apr 2024
Language Generation in the Limit Jon M. Kleinberg S. Mullainathan LRM 66 7 0 10 Apr 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 147 12 0 09 Apr 2024
Multicalibration for Confidence Scoring in LLMs Gianluca Detommaso Martín Bertrán Riccardo Fogliato Aaron Roth 116 19 0 06 Apr 2024