Title
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 65 2 0 04 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 58 3 0 03 Jan 2024
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models Chenyuan Yang Zijie Zhao Lingming Zhang 108 17 0 31 Dec 2023
Context-aware Decoding Reduces Hallucination in Query-focused Summarization Zhichao Xu HILM 66 10 0 21 Dec 2023
The Problem of Coherence in Natural Language Explanations of Recommendations Jakub Raczynski Mateusz Lango Jerzy Stefanowski 108 6 0 18 Dec 2023
Negotiating with LLMS: Prompt Hacks, Skill Gaps, and Reasoning Deficits Johannes Schneider Steffi Haag Leona Chandra Kruse 60 17 0 26 Nov 2023
The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization Md. Naimul Hoque Tasfia Mashiat Bhavya Ghai Cecilia Shelton Fanny Chevalier Kari Kraus Niklas Elmqvist 99 19 0 21 Nov 2023
Evaluating the Inclusiveness of Artificial Intelligence Software in Enhancing Project Management Efficiency -- A Review Vasileios Alevizos Ilias Georgousis Akebu Simasiku Sotiria Karypidou Antonis M. Messinis 53 3 0 18 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Fröbe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 139 13 0 08 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 135 4 0 06 Nov 2023
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction Nicholas Walker Stefan Ultes Pierre Lison LM&Ro 159 1 0 03 Nov 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 103 33 0 23 Oct 2023
Explainable Depression Symptom Detection in Social Media Eliseo Bao Souto Anxo Perez Javier Parapar 79 8 0 20 Oct 2023
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection Xiang Chen Duanzheng Song Honghao Gui Chengxi Wang Ningyu Zhang Jiang Yong Yan Zhang Chengfei Lv Dan Zhang Huajun Chen HILM 104 15 0 18 Oct 2023
Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle Xu Yang Xiao Yang Weiqing Liu Jinhui Li Peng Yu Zeqi Ye Jiang Bian 71 1 0 17 Oct 2023
From Words and Exercises to Wellness: Farsi Chatbot for Self-Attachment Technique Sina Elahimanesh Shayan Salehi Sara Zahedi Movahed Lisa Alazraki Ruoyu Hu Abbas Edalat 54 0 0 13 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 116 200 0 13 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 83 39 0 13 Oct 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 75 6 0 13 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 96 24 0 11 Oct 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Liang Chen Yang Deng Yatao Bian Zeyu Qin Bingzhe Wu Tat-Seng Chua Kam-Fai Wong HILM ELM 119 47 0 11 Oct 2023
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 106 1 0 10 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 90 35 0 09 Oct 2023
A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores Ke Shen Mayank Kejriwal 89 2 0 05 Oct 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus Rafael Ferreira Diogo Tavares Diogo Glória-Silva Rodrigo Valerio João Bordalo Ines Simoes Vasco Ramos David Semedo João Magalhães 43 4 0 03 Oct 2023
LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model Muhammad Ahmed Shah Roshan S. Sharma Hira Dhamyal R. Olivier Ankit Shah ... Massa Baali Soham Deshmukh Michael Kuhlmann Bhiksha Raj Rita Singh AAML 67 21 0 02 Oct 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 91 25 0 01 Oct 2023
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving Matthias Zeller Susmit Jha Patrick Lincoln Jens Behley Alvaro Velasquez Rickard Ewetz C. Stachniss LRM 81 7 0 28 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 107 49 0 27 Sep 2023
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 145 201 0 26 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 136 99 0 21 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 120 81 0 13 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 132 30 0 07 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 124 136 0 01 Sep 2023
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection Kairui Hu Ming Yan Qiufeng Wang Ivor W. Tsang Wen-Haw Chong Yong Keong Yap LRM 80 4 0 31 Aug 2023
Is the U.S. Legal System Ready for AI's Challenges to Human Values? Inyoung Cheong Aylin Caliskan Tadayoshi Kohno SILM ELM AILaw 68 1 0 30 Aug 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 172 29 0 29 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 270 31 0 27 Aug 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 39 12 0 25 Aug 2023
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression Alexander Tsvetkov A. Kipnis 31 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 188 39 0 24 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 94 30 0 16 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
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
Tackling Hallucinations in Neural Chart Summarization Saad Obaid ul Islam Iza vSkrjanec Ondrej Dusek Vera Demberg HILM 57 8 0 01 Aug 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
Code Detection for Hardware Acceleration Using Large Language Models Pablo Antonio Martínez Gregorio Bernabé J. M. García 42 2 0 19 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
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 147 125 0 06 Jul 2023