Large Language Models: A Survey

9 February 2024

Papers citing "Large Language Models: A Survey"

50 / 169 papers shown

Title
Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction Rithik Sachdev Zhong-Qiu Wang Chao-Han Huck Yang 14 2 0 23 Jul 2024
A Language Modeling Approach to Diacritic-Free Hebrew TTS Amit Roth A. Turetzky Yossi Adi 19 2 0 16 Jul 2024
DINO Pre-training for Vision-based End-to-end Autonomous Driving Shubham Juneja P. Daniušis Virginijus Marcinkevičius 30 1 0 15 Jul 2024
Bilingual Adaptation of Monolingual Foundation Models Gurpreet Gosal Yishi Xu Gokul Ramakrishnan Rituraj Joshi Avraham Sheinin ... Rahul Pal Parvez Mullah Soundar Doraiswamy Mohamed El Karim Chami Preslav Nakov CLL 19 2 0 13 Jul 2024
Pronunciation Assessment with Multi-modal Large Language Models Kaiqi Fu Linkai Peng Nan Yang Shuran Zhou 25 1 0 12 Jul 2024
The Two Sides of the Coin: Hallucination Generation and Detection with LLMs as Evaluators for LLMs Anh Thu Maria Bui Saskia Felizitas Brech Natalie Hußfeldt Tobias Jennert Melanie Ullrich Timo Breuer Narjes Nikzad Khasmakhi Philipp Schaer HILM 22 0 0 12 Jul 2024
Toward accessible comics for blind and low vision readers Christophe Rigaud J. Burie Samuel Petit 33 2 0 11 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 27 37 0 09 Jul 2024
Enhancing Language Learning through Technology: Introducing a New English-Azerbaijani (Arabic Script) Parallel Corpus Jalil Nourmohammadi-Khiarak Ammar Ahmadi Taher Ak-bari Saeed M. Asgari-Chenaghlu Togrul Atabay Mohammad Reza Baghban Karimi Ismail Ceferli Farzad Hasanvand Seyed Mahboub Mousavi M. Noshad 23 0 0 06 Jul 2024
On Large Language Models in National Security Applications William N. Caballero Phillip R. Jenkins ELM 16 5 0 03 Jul 2024
Human-like object concept representations emerge naturally in multimodal large language models Changde Du Kaicheng Fu Bincheng Wen Yi Sun Jie Peng ... Chuncheng Zhang Jinpeng Li Shuang Qiu Le Chang Huiguang He 21 1 0 01 Jul 2024
Seeing Is Believing: Black-Box Membership Inference Attacks Against Retrieval Augmented Generation Y. Li Gaoyang Liu Yang Yang Chen Wang AAML 13 3 0 27 Jun 2024
AI-native Memory: A Pathway from LLMs Towards AGI Jingbo Shang Zai Zheng Jiale Wei Xiang Ying Felix Tao Mindverse Team LLMAG 26 6 0 26 Jun 2024
IoT-Based Preventive Mental Health Using Knowledge Graphs and Standards for Better Well-Being A. Gyrard Seyedali Mohammadi Manas Gaur Antonio Kung AI4MH 26 1 0 19 Jun 2024
Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective M. Zhong Chen Zhang Yikun Lei Xikai Liu Yan Gao Yao Hu Kehai Chen Min Zhang 27 5 0 19 Jun 2024
Large Language Models for Dysfluency Detection in Stuttered Speech Dominik Wagner Sebastian P. Bayerl Ilja Baumann K. Riedhammer Elmar Nöth Tobias Bocklet 25 2 0 16 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 22 1 0 14 Jun 2024
Ad Auctions for LLMs via Retrieval Augmented Generation Mohammadtaghi Hajiaghayi Sébastien Lahaie Keivan Rezaei Suho Shin 25 6 0 12 Jun 2024
Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks Han Zhang A. B. Sediq Ali Afana Melike Erol-Kantarci 28 1 0 06 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 33 11 0 06 Jun 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting Yi-Kai Zhang Shiyin Lu Yang Li Yanqing Ma Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye VLM 26 6 0 05 Jun 2024
RATT: A Thought Structure for Coherent and Correct LLM Reasoning Jinghan Zhang Xiting Wang Weijieying Ren Lu Jiang Dongjie Wang Kunpeng Liu LRM 26 8 0 04 Jun 2024
Enhance Image-to-Image Generation with LLaVA Prompt and Negative Prompt Zhicheng Ding Panfeng Li Qikai Yang Siyang Li VLM MLLM 29 13 0 04 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 21 0 0 03 Jun 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation Kun Zhu Xiaocheng Feng Xiyuan Du Yuxuan Gu Weijiang Yu Haotian Wang Qianglong Chen Zheng Chu Jingchang Chen Bing Qin 31 4 0 03 Jun 2024
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions Zhe Hu Tuo Liang Jing Li Yiren Lu Yunlai Zhou Yiran Qiao Jing Ma Yu Yin 20 4 0 29 May 2024
Spanish and LLM Benchmarks: is MMLU Lost in Translation? Irene Plaza Nina Melero Cristina del Pozo Javier Conde Pedro Reviriego Marina Mayor-Rocher María Grandury ELM 14 6 0 28 May 2024
MindMerger: Efficient Boosting LLM Reasoning in non-English Languages Zixian Huang Wenhao Zhu Gong Cheng Lei Li Fei Yuan LRM 16 4 0 27 May 2024
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion Jiayi Yao Hanchen Li Yuhan Liu Siddhant Ray Yihua Cheng Qizheng Zhang Kuntai Du Shan Lu Junchen Jiang 34 12 0 26 May 2024
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars Zhaoxuan Wu Xiaoqiang Lin Zhongxiang Dai Wenyang Hu Yao Shu See-Kiong Ng P. Jaillet Bryan Kian Hsiang Low 25 1 0 25 May 2024
Large Language Model Sentinel: LLM Agent for Adversarial Purification Guang Lin Qibin Zhao Qibin Zhao AAML 32 2 0 24 May 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 21 11 0 16 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 25 0 0 13 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 31 0 06 May 2024
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance Matthew Renze Erhan Guven LRM LLMAG 23 27 0 05 May 2024
Large Language Models for UAVs: Current State and Pathways to the Future Shumaila Javaid Nasir Saeed Bin He 26 15 0 02 May 2024
Improving LLM Classification of Logical Errors by Integrating Error Relationship into Prompts Yanggyu Lee Suchae Jeong Jihie Kim 16 3 0 30 Apr 2024
Evaluating the Efficacy of Large Language Models in Identifying Phishing Attempts Het Patel Umair Rehman Farkhund Iqbal 29 4 0 23 Apr 2024
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective Mingyu Huang Ke Li 23 0 0 22 Apr 2024
LLeMpower: Understanding Disparities in the Control and Access of Large Language Models Vishwas Sathish Hannah Lin Aditya K Kamath Anish Nyayachavadi 17 4 0 14 Apr 2024
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models Beichen Huang Xingyu Wu Yu Zhou Jibin Wu Liang Feng Ran Cheng Kay Chen Tan 36 3 0 09 Apr 2024
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning Yuelin Bai Xinrun Du Yiming Liang Yonggang Jin Ziqiang Liu ... Chenghua Lin Jie Fu Min Yang Shiwen Ni Ge Zhang ALM 27 32 0 26 Mar 2024
Foundation Models for Time Series Analysis: A Tutorial and Survey Yuxuan Liang Haomin Wen Yuqi Nie Yushan Jiang Ming Jin Dongjin Song Shirui Pan Qingsong Wen AI4TS AI4CE 79 108 0 21 Mar 2024
Are Human Conversations Special? A Large Language Model Perspective Toshish Jawale Chaitanya Animesh Sekhar Vallath Kartik Talamadupula Larry Heck 16 2 0 08 Mar 2024
LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset Ahmed Izzidien Holli Sargeant Felix Steffek AILaw ELM 16 7 0 04 Mar 2024
Large Language Models and Games: A Survey and Roadmap Roberto Gallotta Graham Todd Marvin Zammit Sam Earle Antonios Liapis Julian Togelius Georgios N. Yannakakis LLMAG LM&MA AI4CE LRM 29 65 0 28 Feb 2024
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models Yanan Wu Jie Liu Xingyuan Bu Jiaheng Liu Zhanhui Zhou ... Haibin Chen Tiezheng Ge Wanli Ouyang Wenbo Su Bo Zheng LRM 19 6 0 22 Feb 2024
Mapping the Ethics of Generative AI: A Comprehensive Scoping Review Thilo Hagendorff 14 25 0 13 Feb 2024
Agent AI: Surveying the Horizons of Multimodal Interaction Zane Durante Qiuyuan Huang Naoki Wake Ran Gong J. Park ... Yejin Choi Katsushi Ikeuchi Hoi Vo Fei-Fei Li Jianfeng Gao LM&Ro 92 28 0 07 Jan 2024
Self-supervised learning for skin cancer diagnosis with limited training data Hamish Haggerty Rohitash Chandra 11 2 0 01 Jan 2024