Title
Evaluating the Effectiveness of Black-Box Prompt Optimization as the Scale of LLMs Continues to Grow Ziyu Zhou Yihang Wu J. Yang Zhan Xiao Rongjun Li LRM 29 0 0 13 May 2025
ICE-Pruning: An Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks Wenhao Hu Paul Henderson José Cano 32 0 0 12 May 2025
A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models Junjie Ye Caishuang Huang Zhe Chen Wenjie Fu Chenyuan Yang ... Tao Gui Qi Zhang Zhongchao Shi Jianping Fan Xuanjing Huang ALM 43 0 0 12 May 2025
Frame In, Frame Out: Do LLMs Generate More Biased News Headlines than Humans? Valeria Pastorino N. Moosavi 43 0 0 08 May 2025
Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Faiza Hassan Summra Saleem Kashif Javed Muhammad Nabeel Asim A. Rehman Andreas Dengel 33 0 0 08 May 2025
Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization Ajwad Abrar Farzana Tabassum Sabbir Ahmed LM&MA ELM AI4MH 43 0 0 08 May 2025
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code Tasnim Ahmed Salimur Choudhury 29 0 0 02 May 2025
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning Yiting Wang Wanghao Ye Ping Guo Yexiao He Zhilin Wang ... Sihan Chen Ankur Srivastava Qingfu Zhang Gang Qu Ang Li 43 0 0 14 Apr 2025
StruPhantom: Evolutionary Injection Attacks on Black-Box Tabular Agents Powered by Large Language Models Yang Feng Xudong Pan AAML 36 0 0 14 Apr 2025
Iterative Self-Training for Code Generation via Reinforced Re-Ranking Nikita Sorokin I. Sedykh Valentin Malykh 31 0 0 13 Apr 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation Toqeer Ehsan Thamar Solorio 140 0 0 07 Apr 2025
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering Hamed Jelodar Samita Bai Parisa Hamedi Hesamodin Mohammadian R. Razavi-Far Ali Ghorbani 39 1 0 07 Apr 2025
From Tokens to Lattices: Emergent Lattice Structures in Language Models Bo Xiong Steffen Staab LRM 24 0 0 04 Apr 2025
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction Tung Sum Thomas Kwok Chi-Hua Wang Guang Cheng LMTD 71 1 0 19 Mar 2025
Bridging Social Psychology and LLM Reasoning: Conflict-Aware Meta-Review Generation via Cognitive Alignment Wei Chen Han Ding Meng Yuan Zhao Zhang Deqing Wang Fuzhen Zhuang 155 0 0 18 Mar 2025
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization Wei Liu Zhiying Deng Zhongyu Niu Jun Wang Yining Qi Zhigang Zeng Ruixuan Li 47 2 0 08 Mar 2025
Are LLMs Ready for Practical Adoption for Assertion Generation? Vaishnavi Pulavarthi Deeksha Nandal Soham Dan Debjit Pal 56 2 0 28 Feb 2025
NutriGen: Personalized Meal Plan Generator Leveraging Large Language Models to Enhance Dietary and Nutritional Adherence Saman Khamesian Asiful Arefeen Stephanie M. Carpenter Hassan Ghasemzadeh 60 0 0 28 Feb 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style Xueran Han Yuhan Liu Mingzhe Li Wei Liu Sen Hu Rui Yan Zhiqiang Xu Xiuying Chen 69 0 0 24 Feb 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 68 1 0 24 Feb 2025
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances Yaozu Wu Dongyuan Li Yankai Chen Renhe Jiang Henry Peng Zou Liancheng Fang Zhen Wang Philip S. Yu LLMAG 70 2 0 24 Feb 2025
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent Jiateng Liu Lin Ai Zizhou Liu Payam Karisani Zheng Hui May Fung Preslav Nakov Julia Hirschberg Heng Ji DiffM 90 4 0 17 Feb 2025
SelfCheckAgent: Zero-Resource Hallucination Detection in Generative Large Language Models Diyana Muhammed Gollam Rabby Sören Auer LLMAG HILM 81 0 0 03 Feb 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu Shing-Chi Cheung ALM 71 2 0 18 Jan 2025
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use Junjie Ye Zhengyin Du Xuesong Yao Weijian Lin Yufei Xu ... Siyu Yuan Tao Gui Qi Zhang Xuanjing Huang Jiecao Chen 56 0 0 05 Jan 2025
Using Large Language Models for Automated Grading of Student Writing about Science Chris Impey Matthew Wenger Nikhil Garuda Shahriar Golchin Sarah Stamer ELM AI4Ed 44 3 0 25 Dec 2024
LLM4AD: A Platform for Algorithm Design with Large Language Model Fei Liu Rui-Xun Zhang Zhuoliang Xie Rui Sun Kai Li Xi Lin Zhenkun Wang Zhichao Lu Qingfu Zhang 50 3 0 23 Dec 2024
Cognition Chain for Explainable Psychological Stress Detection on Social Media Xin Wang Boyan Gao Yi Dai Lei Cao Liang Zhao Yuqing Yang David A. Clifton 68 0 0 18 Dec 2024
A Survey of Calibration Process for Black-Box LLMs Liangru Xie Hui Liu Jingying Zeng Xianfeng Tang Yan Han Chen Luo Jing Huang Zhen Li Suhang Wang Qi He 74 1 0 17 Dec 2024
AIDBench: A benchmark for evaluating the authorship identification capability of large language models Zichen Wen Dadi Guo Huishuai Zhang 77 0 0 20 Nov 2024
Understanding Student Sentiment on Mental Health Support in Colleges Using Large Language Models Palak Sood Chengyang He Divyanshu Gupta Yue Ning Ping Wang AI4MH 75 0 0 18 Nov 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 34 0 0 29 Oct 2024
Is GPT-4 Less Politically Biased than GPT-3.5? A Renewed Investigation of ChatGPT's Political Biases Erik Weber Jérôme Rutinowski Niklas Jost Markus Pauly 25 0 0 28 Oct 2024
AskBeacon -- Performing genomic data exchange and analytics with natural language Anuradha Wickramarachchi Shakila Tonni Sonali Majumdar Sarvnaz Karimi Sulev Kõks Brendan Hosking Jordi Rambla Natalie A. Twine Yatish Jain Denis C. Bauer LM&MA 16 0 0 22 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein ReLM LRM 69 2 0 14 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Yuxiang Wang Jianzhong Qi Junhao Gan LMTD 53 2 0 10 Oct 2024
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension Zaiquan Yang Yuhao Liu Jiaying Lin Gerhard Hancke Rynson W. H. Lau 31 1 0 02 Oct 2024
Decoding Hate: Exploring Language Models' Reactions to Hate Speech Paloma Piot Javier Parapar 43 1 0 01 Oct 2024
Ethical and Scalable Automation: A Governance and Compliance Framework for Business Applications Haocheng Lin 34 2 0 25 Sep 2024
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering M. Lysyuk Mikhail Salnikov Pavel Braslavski Alexander Panchenko 36 1 0 24 Sep 2024
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs Sihui Yang Keping Bi Wanqing Cui Jiafeng Guo Xueqi Cheng 23 2 0 23 Sep 2024
Interactive Machine Teaching by Labeling Rules and Instances Giannis Karamanolakis Daniel J. Hsu Luis Gravano 35 0 0 08 Sep 2024
Impact of ChatGPT on the writing style of condensed matter physicists Shaojun Xu Xiaohui Ye Mengqi Zhang Pei Wang 23 0 0 30 Aug 2024
CTP-LLM: Clinical Trial Phase Transition Prediction Using Large Language Models Michael Reinisch Jianfeng He C. Liao Sauleh Ahmad Siddiqui Bei Xiao 33 1 0 20 Aug 2024
DAC: Decomposed Automation Correction for Text-to-SQL Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che 54 1 0 16 Aug 2024
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data Zili Wang Marco Balduini Federico De Santis Andrea Proia Arsenio Leo Marco Brambilla Shiming Xiang 29 2 0 03 Aug 2024
Motamot: A Dataset for Revealing the Supremacy of Large Language Models over Transformer Models in Bengali Political Sentiment Analysis Fatema Tuj Johora Faria Mukaffi Bin Moin Rabeya Islam Mumu Md Mahabubul Alam Abir Abrar Nawar Alfy Mohammad Shafiul Alam 27 0 0 28 Jul 2024
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 55 10 0 26 Jul 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 65 1 0 15 Jul 2024
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner Jinglong Gao Xiao Ding Yiming Cui Jianbai Zhao Hepeng Wang Ting Liu Bing Qin KELM CLL 41 3 0 12 Jul 2024