Title
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 66 1 0 10 Feb 2025
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez LLMAG 64 2 0 08 Feb 2025
Optimizing Temperature for Language Models with Multi-Sample Inference Weihua Du Yiming Yang Sean Welleck 54 2 0 07 Feb 2025
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Mohit Bansal ELM 76 1 0 03 Feb 2025
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Wenzhe Li Yong Lin Mengzhou Xia Chi Jin MoE 76 2 0 02 Feb 2025
ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration Minghang Deng Ashwin Ramachandran Canwen Xu Lanxiang Hu Zhewei Yao Anupam Datta Hao Zhang LMTD 114 1 0 02 Feb 2025
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 49 0 0 28 Jan 2025
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models Jingwei Yi Yueqi Xie Bin Zhu Emre Kiciman Guangzhong Sun Xing Xie Fangzhao Wu AAML 47 61 0 28 Jan 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task Ziije Zhong Linqing Zhong Zhaoze Sun Qingyun Jin Zengchang Qin Xiaofan Zhang 52 6 0 28 Jan 2025
Leveraging LLMs to Create a Haptic Devices' Recommendation System Yang Liu Haiwei Dong Abdulmotaleb El Saddik 62 0 0 22 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 114 11 0 20 Jan 2025
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models Junyu Chen Han Cai Junsong Chen E. Xie Shang Yang Haotian Tang Muyang Li Y. Lu Song Han DiffM 59 7 0 20 Jan 2025
CS-Eval: A Comprehensive Large Language Model Benchmark for CyberSecurity Zhengmin Yu Jiutian Zeng Siyi Chen Wenhan Xu Dandan Xu Xiangyu Liu Zonghao Ying Nan Wang Yuan Zhang Min Yang ELM 108 1 0 20 Jan 2025
QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks Yaojie Hu Qiang Zhou Qihong Chen Xiaopeng Li Linbo Liu Dejiao Zhang Amit Kachroo Talha Oz Omer Tripp 47 3 0 20 Jan 2025
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang N. Lipovetzky Krista A. Ehinger 81 1 0 10 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Hengyuan Xu Kunyu Wu Guangwu Qian Qiuwu Chen Lewei He 38 8 0 03 Jan 2025
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Shanghaoran Quan Jiaxi Yang Bowen Yu Bo Zheng Dayiheng Liu ... Zeyu Cui Yang Fan Y. Zhang Binyuan Hui Junyang Lin ALM ELM LRM 64 13 0 02 Jan 2025
GaLore $+$ : Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection Xutao Liao Shaohui Li Yuhui Xu Zhi Li Y. Liu You He VLM 54 2 0 31 Dec 2024
ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation Weilong Dong Xinwei Wu Renren Jin Shaoyang Xu Deyi Xiong 47 6 0 31 Dec 2024
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Huawen Feng Pu Zhao Qingfeng Sun Can Xu Fangkai Yang ... Qianli Ma Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang AAML ALM 62 0 0 23 Dec 2024
Are Large Language Models Memorizing Bug Benchmarks? Daniel Ramos Claudia Mamede Kush Jain Paulo Canelas Catarina Gamboa Claire Le Goues PILM ELM 92 6 0 20 Nov 2024
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models Zhanwei Zhang Shizhao Sun Wenxiao Wang D. Cai Jiang Bian AI4CE 23 1 0 05 Nov 2024
MdEval: Massively Multilingual Code Debugging Shukai Liu Linzheng Chai Jian Yang Jiajun Shi He Zhu ... Yu Hao Liqun Yang Guanglin Niu Ge Zhang Z. Li LRM ELM 64 6 0 04 Nov 2024
Leveraging Large Language Models for Code Translation and Software Development in Scientific Computing Akash Dhruv Anshu Dubey 19 1 0 31 Oct 2024
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system Zeyuan Li Yangfan He Lewei He Jianhui Wang Tianyu Shi Bin Lei Yuchen Li Qiuwu Chen ALM 48 5 0 28 Oct 2024
Energy-Based Diffusion Language Models for Text Generation Minkai Xu Tomas Geffner Karsten Kreis Weili Nie Yilun Xu J. Leskovec Stefano Ermon Arash Vahdat DiffM 39 7 0 28 Oct 2024
Markov Chain of Thought for Efficient Mathematical Reasoning Wen Yang Kai Fan Minpeng Liao LRM 37 4 0 23 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Lingpeng Kong AI4CE 61 14 0 23 Oct 2024
Automated Proof Generation for Rust Code via Self-Evolution Tianyu Chen Shuai Lu Shan Lu Y. Gong Chenyuan Yang ... Peng Cheng Fan Yang Shuvendu Lahiri Tao Xie Lidong Zhou 37 6 0 21 Oct 2024
Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning H. Fernando Han Shen Parikshit Ram Yi Zhou Horst Samulowitz Nathalie Baracaldo Tianyi Chen CLL 50 2 0 20 Oct 2024
Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot Framework Yuchen Wang Shangxin Guo C. Tan 27 0 0 20 Oct 2024
Uncovering Autoregressive LLM Knowledge of Thematic Fit in Event Representation Safeyah Khaled Alshemali Daniel Bauer Yuval Marton BDL 33 0 0 19 Oct 2024
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation Saiful Islam Salim Rubin Yuchan Yang Alexander Cooper Suryashree Ray Saumya Debray Sazzadur Rahaman AAML 37 0 0 12 Oct 2024
Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles Buu Phan Brandon Amos Itai Gat Marton Havasi Matthew Muckley Karen Ullrich 45 1 0 11 Oct 2024
Decoding Secret Memorization in Code LLMs Through Token-Level Characterization Yuqing Nie Chong Wang K. Wang Guoai Xu Guosheng Xu Haoyu Wang OffRL 41 0 0 11 Oct 2024
Do Current Language Models Support Code Intelligence for R Programming Language? Zixiao Zhao Fatemeh H. Fard ELM 35 0 0 10 Oct 2024
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories Yifan Song Weimin Xiong Xiutian Zhao Dawei Zhu Wenhao Wu Ke Wang Cheng Li Wei Peng Sujian Li LLMAG 21 9 0 10 Oct 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 41 1 0 09 Oct 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration Heming Xia Yongqi Li Jun Zhang Cunxiao Du Wenjie Li LRM 42 4 0 09 Oct 2024
Round and Round We Go! What makes Rotary Positional Encodings useful? Federico Barbero Alex Vitvitskyi Christos Perivolaropoulos Razvan Pascanu Petar Velickovic 63 16 0 08 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 42 1 0 05 Oct 2024
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions Yekun Chai Haoran Sun Huang Fang Shuohuan Wang Yu Sun Hua-Hong Wu 39 1 0 03 Oct 2024
Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models Guobin Shen Dongcheng Zhao Yiting Dong Xiang-Yu He Yi Zeng AAML 45 0 0 03 Oct 2024
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph Siru Ouyang W. Yu Kaixin Ma Zilin Xiao Z. Zhang Mengzhao Jia J. Han H. Zhang Dong Yu 47 12 0 03 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 27 0 0 02 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 35 1 0 02 Oct 2024
Characterizing and Efficiently Accelerating Multimodal Generation Model Inference Yejin Lee Anna Y. Sun Basil Hosmer Bilge Acun Can Balioglu ... Ram Pasunuru Scott Yih Sravya Popuri Xing Liu Carole-Jean Wu 50 2 0 30 Sep 2024
CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and Smells Atharva Naik Marcus Alenius Daniel Fried Carolyn Rose 21 0 0 29 Sep 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 35 3 0 26 Sep 2024
Enhancing elusive clues in knowledge learning by contrasting attention of language models Jian Gao Xiao Zhang Ji Wu Miao Li 36 0 0 26 Sep 2024