Title
KnowMT-Bench: Benchmarking Knowledge-Intensive Long-Form Question Answering in Multi-Turn Dialogues Junhao Chen Yu Huang Siyuan Li Rui Yao Hanqian Li H. Zhang Jungang Li Jian Chen Bowen Wang Xuming Hu ELM 132 1 0 26 Sep 2025
PG-CE: A Progressive Generation Dataset with Constraint Enhancement for Controllable Text Generation Yan Zhuang Yuan Sun 72 0 0 22 Sep 2025
LLMs for LLMs: A Structured Prompting Methodology for Long Legal Documents Strahinja Klem Noura Al Moubayed AILaw 52 0 0 02 Sep 2025
LLMPR: A Novel LLM-Driven Transfer Learning based Petition Ranking Model Avijit Gayen Somyajit Chakraborty Mainak Sen Soham Paul Angshuman Jana AILaw 123 0 0 27 May 2025
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM Zhi Zhou Ming Yang Shi-Yu Tian Jiang-Xin Shi Xiao-Wen Yang Pengxiao Song Yi-Xuan Jin Lan-Zhe Guo Yu-Feng Li ELM AILaw 277 6 0 10 Feb 2025
Foundations of GenIR Jiaxin Mao Jingtao Zhan Wenshu Fan 214 0 0 06 Jan 2025
LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance Jingwen Tan Gopi Krishnan Rajbahadur Zi Li Xiangfu Song Jianshan Lin Dan Li Zibin Zheng Ahmed E. Hassan 288 1 0 03 Jan 2025
MIND: Math Informed syNthetic Dialogues for Pretraining LLMsInternational Conference on Learning Representations (ICLR), 2024 Syeda Nahida Akter Shrimai Prabhumoye John Kamalu S. Satheesh Eric Nyberg M. Patwary Mohammad Shoeybi Bryan Catanzaro LRM SyDa ReLM 403 5 0 15 Oct 2024
Scalable Multi-Domain Adaptation of Language Models using Modular Experts Peter Schafhalter Shun Liao Yanqi Zhou Chih-Kuan Yeh Arun Kandoor James Laudon MoE 162 3 0 14 Oct 2024
Mixing It Up: The Cocktail Effect of Multi-Task Fine-Tuning on LLM Performance -- A Case Study in Finance Meni Brief Oded Ovadia Gil Shenderovitz Noga Ben Yoash Rachel Lemberg Eitam Sheetrit 212 10 0 01 Oct 2024
MarS: a Financial Market Simulation Engine Powered by Generative Foundation ModelInternational Conference on Learning Representations (ICLR), 2024 Junjie Li Yang Liu Yuante Li Shikai Fang Lewen Wang Chang Xu Jiang Bian VGen 244 14 0 04 Sep 2024
An Investigation of Warning Erroneous Chat Translations in Cross-lingual CommunicationInternational Joint Conference on Natural Language Processing (IJCNLP), 2024 Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 213 1 0 28 Aug 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 184 19 0 12 Jul 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 234 31 0 08 Jul 2024
InternLM-Law: An Open Source Chinese Legal Large Language Model Zhiwei Fei Songyang Zhang Xiaoyu Shen Dawei Zhu Xiao Wang ... Yining Li Wenwei Zhang Dahua Lin Kai Chen Jidong Ge ELM AILaw 281 4 0 21 Jun 2024
Efficient Continual Pre-training by Mitigating the Stability Gap Yiduo Guo Jie Fu Huishuai Zhang Dongyan Zhao Songlin Yang 241 20 0 21 Jun 2024
LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model Zhi Zhou Jiang-Xin Shi Peng-Xiao Song Xiao-Wen Yang Yi-Xuan Jin Lan-Zhe Guo Yu-Feng Li ELM AILaw 220 29 0 07 Jun 2024
IGOT: Information Gain Optimized Tokenizer on Domain Adaptive Pretraining Dawei Feng Yihai Zhang Zhixuan Xu SyDa 103 0 0 16 May 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-Jiao Gong SyDa ALM 295 37 0 02 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Wanrong Zhu KELM VLM 389 218 0 20 Feb 2024
PLLaMa: An Open-source Large Language Model for Plant Science Xianjun Yang Junfeng Gao Wenxin Xue Erik Alexandersson 195 34 0 03 Jan 2024
Quokka: An Open-source Large Language Model ChatBot for Material Science Xianjun Yang Stephen D. Wilson Linda R. Petzold OSLM 243 3 0 02 Jan 2024
HSC-GPT: A Large Language Model for Human Settlements Construction Ran Chen Xueqi Yao Xuhui Jiang Zhengqi Han Jingze Guo ... Chumin Liu Jing Zhao Zeke Lian Jingjing Zhang Keke Li 94 2 0 31 Dec 2023
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 241 23 0 27 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 265 213 0 10 Dec 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shiping Yang Renliang Sun Xiao-Yi Wan HILM 254 52 0 10 Oct 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models Zhiwei Fei Xiaoyu Shen D. Zhu Fengzhe Zhou Zhuo Han Songyang Zhang Kai-xiang Chen Zongwen Shen Jidong Ge ELM AILaw 226 79 0 28 Sep 2023
MiChao-HuaFen 1.0: A Specialized Pre-trained Corpus Dataset for Domain-specific Large Models Yidong Liu Fu-De Shang Fang Wang Rui Xu Jun Wang Wei Li Yaoxin Li Conghui He AILaw AI4TS 103 1 0 21 Sep 2023
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services Shengbin Yue Wei Chen Siyuan Wang Bingxuan Li Chenchen Shen ... Yuxuan Zhou Yao Xiao Song Yun Xuanjing Huang Zhongyu Wei AILaw ELM 212 128 0 20 Sep 2023
Adapting Large Language Models via Reading Comprehension Daixuan Cheng Shaohan Huang Furu Wei CLL SyDa AI4CE 247 64 0 18 Sep 2023
FedJudge: Federated Legal Large Language ModelInternational Conference on Database Systems for Advanced Applications (DASFAA), 2023 Linan Yue Qi Liu Yichao Du Weibo Gao Ye Liu Fangzhou Yao ELM AILaw FedML 255 9 0 15 Sep 2023
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerceAAAI Conference on Artificial Intelligence (AAAI), 2023 Yongqian Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Haitao Zheng Pengjun Xie Fei Huang Yong Jiang RALM ALM LRM 281 71 0 14 Aug 2023
HouYi: An open-source large language model specially designed for renewable energy and carbon neutrality field Mingliang Bai Zhihao Zhou Ruidong Wang Yusheng Yang Zizhen Qin Yunxia Chen Chunjin Mu Jinfu Liu Daren Yu 121 2 0 31 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs)IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Shucheng Zhou Qing Li KELM 484 424 0 05 Jul 2023
Chatlaw: A Multi-Agent Collaborative Legal Assistant with Knowledge Graph Enhanced Mixture-of-Experts Large Language Model Jiaxi Cui Munan Ning Zongjia Li Bohua Chen Yang Yan Hao Li Bin Ling Yonghong Tian Li-xin Yuan AILaw RALM ELM 172 131 0 28 Jun 2023