Title
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 75 0 0 18 Feb 2024
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode Enrique Nueve Bo Waggoner Dhamma Kimpara Jessie Finocchiaro 16 1 0 16 Feb 2024
TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation Yaoxiang Wang Zhiyong Wu Junfeng Yao Jinsong Su LLMAG 66 10 0 15 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 115 353 0 09 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 40 20 0 02 Feb 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 39 33 0 01 Feb 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 11 27 0 27 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 13 75 0 25 Jan 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 60 205 0 22 Jan 2024
Evidence-centered Assessment for Writing with Generative AI Yixin Cheng Kayley Lyons Guanliang Chen D. Gašević Z. Swiecki 15 10 0 17 Jan 2024
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models Chenyuan Yang Zijie Zhao Lingming Zhang 22 13 0 31 Dec 2023
The Problem of Coherence in Natural Language Explanations of Recommendations Jakub Raczynski Mateusz Lango Jerzy Stefanowski 13 6 0 18 Dec 2023
Enhancing the Rationale-Input Alignment for Self-explaining Rationalization Wei Liu Haozhao Wang Jun Wang Zhiying Deng Yuankai Zhang Chengwei Wang Ruixuan Li 25 9 0 07 Dec 2023
Calibrated Language Models Must Hallucinate Adam Tauman Kalai Santosh Vempala HILM 13 75 0 24 Nov 2023
Enhancing Summarization Performance through Transformer-Based Prompt Engineering in Automated Medical Reporting Daphne van Zandvoort Laura Wiersema Tom Huibers S. Dulmen S. Brinkkemper LM&MA MedIm 26 7 0 22 Nov 2023
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning Yilun Liu Shimin Tao Xiaofeng Zhao Ming Zhu Wenbing Ma ... Min Zhang Hongxia Ma Li Zhang Hao-Yu Yang Yanfei Jiang 21 10 0 22 Nov 2023
JAB: Joint Adversarial Prompting and Belief Augmentation Ninareh Mehrabi Palash Goyal Anil Ramakrishna Jwala Dhamala Shalini Ghosh Richard Zemel Kai-Wei Chang Aram Galstyan Rahul Gupta AAML 12 7 0 16 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 30 11 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 11 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 43 1 0 03 Nov 2023
Explainable Depression Symptom Detection in Social Media Eliseo Bao Souto Anxo Perez Javier Parapar 22 5 0 20 Oct 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 35 2 0 15 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 11 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 15 158 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 17 5 0 13 Oct 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection Shiping Yang Renliang Sun Xiao-Yi Wan HILM 22 40 0 10 Oct 2023
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 25 0 0 10 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 24 33 0 09 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 30 22 0 08 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 15 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 V. Chawla Panpan Xu AI4CE 22 44 0 27 Sep 2023
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 80 174 0 26 Sep 2023
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented Systems Andreas Metzger Jon Bartel Jan Laufer 14 2 0 25 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 24 80 0 21 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 24 16 0 08 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore V. W. Anelli F. Narducci T. D. Noia E. Sciascio ALM 38 27 0 07 Sep 2023
Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation A. Sridhar Yinyi Guo Erik M. Visser Rehana Mahfuz 24 5 0 06 Sep 2023
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection Kairui Hu Ming Yan Joey Tianyi Zhou Ivor W. Tsang Wen-Haw Chong Yong Keong Yap LRM 18 3 0 31 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 47 22 0 29 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 59 31 0 27 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 32 23 0 23 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 M. Zhang KELM MU 21 26 0 16 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 25 1 0 14 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 17 51 0 04 Aug 2023
Tackling Hallucinations in Neural Chart Summarization Saad Obaid ul Islam Iza vSkrjanec Ondrej Dusek Vera Demberg HILM 6 7 0 01 Aug 2023
Deception Abilities Emerged in Large Language Models Thilo Hagendorff LLMAG 23 73 0 31 Jul 2023
Evade ChatGPT Detectors via A Single Space Shuyang Cai Wanyun Cui DeLMO 31 14 0 05 Jul 2023
Hoodwinked: Deception and Cooperation in a Text-Based Game for Language Models Aidan O'Gara 6 36 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 61 307 0 05 Jul 2023
Visual Instruction Tuning with Polite Flamingo Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 20 40 0 03 Jul 2023