Title
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation Mengze Hong Wailing Ng Di Jiang Chen Zhang ELM 55 0 0 08 May 2025
A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components Fatemeh Elhambakhsh Daniele Grandi Hyunwoong Ko AI4CE 27 0 0 02 May 2025
Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting Y. Hong Xiaofei Yin Xinzhong Wang Yi Tu Ya Guo Sufeng Duan Weiqiang Wang Lingyong Fang Depeng Wang Huijia Zhu CLL 94 0 0 27 Apr 2025
ToolRL: Reward is All Tool Learning Needs Cheng Qian Emre Can Acikgoz Qi He Hongru Wang Xiusi Chen Dilek Hakkani-Tur Gokhan Tur Heng Ji OffRL LRM 38 6 0 16 Apr 2025
ELTEX: A Framework for Domain-Driven Synthetic Data Generation Arina Razmyslovich Kseniia Murasheva Sofia Sedlova Julien Capitaine Eugene Dmitriev SyDa 74 0 0 19 Mar 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation Cheng Qian Emre Can Acikgoz H. Wang Xiusi Chen Avirup Sil Dilek Hakkani-Tur Gokhan Tur Heng Ji LLMAG KELM LRM 71 4 0 17 Feb 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models Haoyang Li Xuejia Chen Zhanchao Xu Darian Li Nicole Hu ... Heng Chang Luyu Qiu C. Zhang Qing Li Lei Chen LRM ELM 40 1 0 16 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 66 0 0 16 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 70 7 0 21 Jan 2025
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth Jiawei Li Chong Feng Yang Gao 75 0 0 18 Nov 2024
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs Megh Thakkar Yash More Quentin Fournier Matthew D Riemer Pin-Yu Chen Amal Zouaq Payel Das Sarath Chandar ALM LLMSV 25 4 0 11 Nov 2024
Enhancing Security Control Production With Generative AI Chen Ling Mina Ghashami Vianne Gao Ali Torkamani Ruslan Vaulin ... Farhan Diwan Malini SS Mingrui Cheng Shreya Tarur Kumar Felix Candelario 33 0 0 06 Nov 2024
Improving In-Context Learning with Small Language Model Ensembles M. Mehdi Mojarradi Lingyi Yang Robert McCraith Adam Mahdi 31 1 0 29 Oct 2024
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content Mohamed Bayan Kmainasi Ali Ezzat Shahroor Maram Hasanain Sahinur Rahman Laskar Naeemul Hassan Firoj Alam 31 1 0 20 Oct 2024
TuringQ: Benchmarking AI Comprehension in Theory of Computation Pardis Sadat Zahraei Ehsaneddin Asgari ELM LRM 21 0 0 09 Oct 2024
DreamSat: Towards a General 3D Model for Novel View Synthesis of Space Objects Nidhi Mathihalli Audrey Wei Giovanni Lavezzi P. M. Siew Victor Rodriguez-Fernandez H. Urrutxua Richard Linares 3DV 3DGS 18 0 0 07 Oct 2024
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs Yung-Chieh Chan George Pu Apaar Shanker Parth Suresh Penn Jenks John Heyer Sam Denton SyDa 29 8 0 29 Sep 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 48 3 0 27 Sep 2024
LalaEval: A Holistic Human Evaluation Framework for Domain-Specific Large Language Models Chongyan Sun Ken Lin Shiwei Wang Hulong Wu Chengfei Fu Zhen Wang ALM 25 2 0 23 Aug 2024
Xinyu: An Efficient LLM-based System for Commentary Generation Yiquan Wu Bo Tang Chenyang Xi Yu Yu Pengyu Wang ... Peng Cheng Zhonghao Wang Yi Wang Yi Luo Mingchuan Yang 39 1 0 21 Aug 2024
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning Prateek Yadav Colin Raffel Mohammed Muqeeth Lucas Caccia Haokun Liu Tianlong Chen Joey Tianyi Zhou Leshem Choshen Alessandro Sordoni MoMe 46 21 0 13 Aug 2024
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction Bhaskarjit Sarmah Benika Hall Rohan Rao Sunil Patel Stefano Pasquali Dhagash Mehta 38 35 0 09 Aug 2024
ABC Align: Large Language Model Alignment for Safety & Accuracy Gareth Seneque Lap-Hang Ho Peter W. Glynn Yinyu Ye Jeffrey Molendijk 41 1 0 01 Aug 2024
Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education Lin Gao Jing Lu Zekai Shao Ziyue Lin Shengbin Yue Chio-in Ieong Yi Sun Rory James Zauner Zhongyu Wei Siming Chen 27 11 0 30 Jul 2024
PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods Yiying Wang Xiaojing Li Binzhu Wang Yueyang Zhou Yingru Lin ... Fei Yu Zewei Zhao Song Jin Renji Gong Wanqing Xu 27 1 0 09 Jul 2024
LASSI: An LLM-based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes M. Dearing Yiheng Tao Xingfu Wu Z. Lan V. Taylor 40 3 0 30 Jun 2024
Efficient Continual Pre-training by Mitigating the Stability Gap Yiduo Guo Jie Fu Huishuai Zhang Dongyan Zhao Yikang Shen 30 13 0 21 Jun 2024
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts Junmo Kang Leonid Karlinsky Hongyin Luo Zhen Wang Jacob A. Hansen James Glass David D. Cox Rameswar Panda Rogerio Feris Alan Ritter MoMe MoE 36 8 0 17 Jun 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs Zhuofeng Li Zixing Gou Xiangnan Zhang Zhongyuan Liu Sirui Li Yuntong Hu Chen Ling Zheng Zhang Liang Zhao 42 6 0 14 Jun 2024
Large Generative Graph Models Yu Wang Ryan A. Rossi Namyong Park Huiyuan Chen Nesreen K. Ahmed Puja Trivedi Franck Dernoncourt Danai Koutra Tyler Derr AI4CE 36 3 0 07 Jun 2024
Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs A. Bakumenko Katerina Hlaváčková-Schindler Claudia Plant Nina C. Hubig 23 5 0 05 Jun 2024
From Symbolic Tasks to Code Generation: Diversification Yields Better Task Performers Dylan Zhang Justin Wang Francois Charton 38 0 0 30 May 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning Renzhi Wang Piji Li 37 4 0 28 May 2024
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks Yang Li Shaobo Han Shihao Ji MoE 27 11 0 24 May 2024
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles T. M. G. Pakull Hendrik Damm Ahmad Idrissi-Yaghir Henning Schafer Peter A. Horn Christoph M. Friedrich 34 2 0 20 May 2024
MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models Jingwei Xu Junyu Lai Yunpeng Huang MoE MoMe 38 8 0 19 May 2024
LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Language Cagri Toraman VLM 38 5 0 13 May 2024
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine Mingchen Li H. Kilicoglu Hualei Xu Rui Zhang LM&MA RALM 40 13 0 01 May 2024
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving Pei Chen Boran Han Shuai Zhang LRM LLMAG 40 4 0 26 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 83 26 0 15 Apr 2024
Can Humans Identify Domains? Maria Barrett Max Müller-Eberstein Elisa Bassignana Amalie Brogaard Pauli Mike Zhang Rob van der Goot 39 1 0 02 Apr 2024
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction Hejie Cui Zhuocheng Shen Jieyu Zhang Hui Shao Lianhui Qin Joyce C. Ho Carl Yang LM&MA 39 12 0 19 Mar 2024
ItD: Large Language Models Can Teach Themselves Induction through Deduction Wangtao Sun Haotian Xu Xuanqing Yu Pei Chen Shizhu He Jun Zhao Kang Liu LRM 35 10 0 09 Mar 2024
Mixture-of-LoRAs: An Efficient Multitask Tuning for Large Language Models Wenfeng Feng Chuzhan Hao Yuewei Zhang Yu Han Hao Wang ALM MoE 34 10 0 06 Mar 2024
Dealing with Data for RE: Mitigating Challenges while using NLP and Generative AI S. Ghaisas Anmol Singhal 19 0 0 26 Feb 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data Dehai Min Nan Hu Rihui Jin Nuo Lin Jiaoyan Chen ... Yu Li Guilin Qi Yun Li Nijun Li Qianren Wang LMTD 33 13 0 20 Feb 2024
A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models Mingchen Li Chen Ling Rui Zhang Liang Zhao 28 5 0 16 Feb 2024
Uncertainty Quantification for In-Context Learning of Large Language Models Chen Ling Xujiang Zhao Xuchao Zhang Wei Cheng Yanchi Liu ... Katsushi Matsuda Jie Ji Guangji Bai Liang Zhao Haifeng Chen 29 14 0 15 Feb 2024
Language Models with Conformal Factuality Guarantees Christopher Mohri Tatsunori Hashimoto HILM 41 33 0 15 Feb 2024
Multi-modal Causal Structure Learning and Root Cause Analysis Lecheng Zheng Zhengzhang Chen Jingrui He Haifeng Chen 13 4 0 04 Feb 2024