Title
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression Alexander Tsvetkov A. Kipnis 33 4 0 25 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 198 39 0 24 Aug 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Min Zhang ELM LM&MA 85 112 0 24 Aug 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine Chenrui Zhang Lina Liu Jinpeng Wang Chuyuan Wang Xiaodi Sun Hongyu Wang Mingchen Cai LLMAG 80 25 0 23 Aug 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu Wang Nedim Lipka Ryan Rossi Alexa F. Siu Ruiyi Zhang Hanyu Wang RALM 76 143 0 22 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 177 1,333 0 22 Aug 2023
Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis Chang Liu Bo Wu 81 24 0 22 Aug 2023
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Yilin Wen Zifeng Wang Jimeng Sun ReLM 97 78 0 17 Aug 2023
PMET: Precise Model Editing in a Transformer Xiaopeng Li Shasha Li Shangwen Wang Jing Yang Jun Ma Jie Yu KELM 165 135 0 17 Aug 2023
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation Xinshuo Hu Dongfang Li Baotian Hu Zihao Zheng Zhenyu Liu Hao Fei KELM MU 96 30 0 16 Aug 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 80 13 0 15 Aug 2023
Development and Evaluation of Three Chatbots for Postpartum Mood and Anxiety Disorders X. Yao M. Mikhelson S. C. Watkins Eunsol Choi Edison Thomaz K. D. Barbaro AI4MH 94 1 0 14 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 87 57 0 14 Aug 2023
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text Tahsina Hashem Weiqing Wang Derry Wijaya Mohammed Eunus Ali Yuan-Fang Li 59 3 0 12 Aug 2023
Detecting and Preventing Hallucinations in Large Vision Language Models Anisha Gunjal Jihan Yin Erhan Bas MLLM VLM 99 175 0 11 Aug 2023
Dynamic Planning with a LLM Gautier Dagan Frank Keller A. Lascarides LLMAG 168 35 0 11 Aug 2023
Neural Conversation Models and How to Rein Them in: A Survey of Failures and Fixes Fabian Galetzka Anne Beyer David Schlangen AI4CE 86 1 0 11 Aug 2023
ADMUS: A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources Yirui Zhan Yanzeng Li Minhao Zhang Lei Zou RALM 77 2 0 09 Aug 2023
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence David Oniani Jordan Hilsman Yifan Peng COL C. R. K. Poropatich C. J. C. Pamplin L. G. L. Legault Yanshan Wang AI4TS 71 11 0 04 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 91 62 0 04 Aug 2023
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders Shawn Xu Ling Yang Christopher J. Kelly M. Sieniek Timo Kohlberger ... Shruthi Prabhakara Daniel Golden Rory Pilgrim Krish Eswaran Andrew Sellergren LM&MA MedIm 108 55 0 02 Aug 2023
Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model Ka Leong Cheng Wenpo Song Zheng Ma Wenhao Zhu Zi-Yue Zhu Jianbing Zhang CLIP VLM 65 11 0 02 Aug 2023
Tackling Hallucinations in Neural Chart Summarization Saad Obaid ul Islam Iza vSkrjanec Ondrej Dusek Vera Demberg HILM 62 8 0 01 Aug 2023
The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models Haonan Li Yu Hao Yizhuo Zhai Zhiyun Qian LLMAG 61 29 0 01 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution Ehsan Kamalloo A. Jafari Xinyu Crystina Zhang Nandan Thakur Jimmy J. Lin 70 44 0 31 Jul 2023
Deception Abilities Emerged in Large Language Models Thilo Hagendorff LLMAG 104 89 0 31 Jul 2023
LP-MusicCaps: LLM-Based Pseudo Music Captioning Seungheon Doh Keunwoo Choi Jongpil Lee Juhan Nam 72 82 0 31 Jul 2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools Jingwei Ni J. Bingler Chiara Colesanti-Senni Mathias Kraus Glen Gostlow ... Qian Wang Nicolas Webersinke Tobias Wekhof Ting Yu Markus Leippold 77 29 0 28 Jul 2023
Uncertainty in Natural Language Generation: From Theory to Applications Joris Baan Nico Daheim Evgenia Ilia Dennis Ulmer Haau-Sing Li Raquel Fernández Barbara Plank Rico Sennrich Chrysoula Zerva Wilker Aziz UQLM 158 45 0 28 Jul 2023
Med-HALT: Medical Domain Hallucination Test for Large Language Models Ankit Pal Logesh Kumar Umapathi Malaikannan Sankarasubbu HILM LM&MA VLM 88 143 0 28 Jul 2023
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Stephen Casper Xander Davies Claudia Shi T. Gilbert Jérémy Scheurer ... Erdem Biyik Anca Dragan David M. Krueger Dorsa Sadigh Dylan Hadfield-Menell ALM OffRL 160 534 0 27 Jul 2023
Matching Patients to Clinical Trials with Large Language Models Qiao Jin Zifeng Wang C. Floudas Fangyuan Chen Changlin Gong Dara Bracken-Clarke Elisabetta Xue Yifan Yang Jimeng Sun Zhiyong Lu LM&MA 114 107 0 27 Jul 2023
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and Ranking Angela Ramirez Karik Agarwal Juraj Juraska Utkarsh Garg M. Walker 78 6 0 26 Jul 2023
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance I. Triguero Daniel Molina Javier Poyatos Javier Del Ser Francisco Herrera AI4TS AI4MH 122 5 0 26 Jul 2023
FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios Ethan Chern Steffi Chern Shiqi Chen Weizhe Yuan Kehua Feng Chunting Zhou Junxian He Graham Neubig Pengfei Liu HILM 83 207 0 25 Jul 2023
Code Detection for Hardware Acceleration Using Large Language Models Pablo Antonio Martínez Gregorio Bernabé J. M. García 42 2 0 19 Jul 2023
Towards a Neural Era in Dialogue Management for Collaboration: A Literature Survey Amogh Mannekote LLMAG 51 3 0 18 Jul 2023
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models Yuheng Huang Jiayang Song Zhijie Wang Shengming Zhao Huaming Chen Felix Juefei-Xu Lei Ma 107 34 0 16 Jul 2023
Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild G. Siracusano D. Sanvito Roberto González Manikantan Srinivasan Sivakaman Kamatchi Wataru Takahashi Masaru Kawakita Takahiro Kakumaru R. Bifulco 92 17 0 14 Jul 2023
Using Large Language Models for Zero-Shot Natural Language Generation from Knowledge Graphs Agnes Axelsson Gabriel Skantze 92 29 0 14 Jul 2023
Can Vision-Language Models be a Good Guesser? Exploring VLMs for Times and Location Reasoning Gengyuan Zhang Yurui Zhang Kerui Zhang Volker Tresp LRM 69 13 0 12 Jul 2023
Improving RNN-Transducers with Acoustic LookAhead Vinit Unni Ashish R. Mittal Preethi Jyothi Sunita Sarawagi 65 2 0 11 Jul 2023
PapagAI:Automated Feedback for Reflective Essays Veronika Solopova Adrian Gruszczynski Eiad Rostom Fritz Cremer Sascha Witte ... Florian Hofmann R. Romeike Michaela Glaser-Zikuda Christoph Benzmüller Tim Landgraf 34 5 0 10 Jul 2023
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation Neeraj Varshney Wenlin Yao Hongming Zhang Jianshu Chen Dong Yu HILM 123 175 0 08 Jul 2023
MultiQG-TI: Towards Question Generation from Multi-modal Sources Zichao Wang Richard Baraniuk 48 5 0 07 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 154 125 0 06 Jul 2023
Evade ChatGPT Detectors via A Single Space Shuyang Cai Wanyun Cui DeLMO 53 20 0 05 Jul 2023
Hoodwinked: Deception and Cooperation in a Text-Based Game for Language Models Aidan O'Gara 63 39 0 05 Jul 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 80 20 0 05 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 183 348 0 05 Jul 2023