Papers
54 papers found
OpenAGI: When LLM Meets Domain Experts
Yingqiang Ge, Wenyue Hua, Kai Mei et al.
Exploiting LLM Quantization
Kazuki Egashira, Mark Vero, Robin Staab et al.
Make Your LLM Fully Utilize the Context
Shengnan An, Zexiong Ma, Zeqi Lin et al.
ExpeL: LLM Agents Are Experiential Learners
Andrew Zhao, Daniel Huang, Quentin Xu et al.
LLMGuard: Guarding against Unsafe LLM Behavior
Shubh Goyal, Medha Hira, Shubham Mishra et al.
EvalAssist: LLM-as-a-Judge Simplified
Michael Desmond, Zahra Ashktorab, Werner Geyer et al.
Revisiting Word Embeddings in the LLM Era
Yash Mahajan, Matthew Freestone, Naman Bansal et al.
Dissecting Human and LLM Preferences
Junlong Li, Fan Zhou, Shichao Sun et al.
SirLLM: Streaming Infinite Retentive LLM
Yao Yao, Zuchao Li, Hai Zhao
DORY: Deliberative Prompt Recovery for LLM
Lirong Gao, Ru Peng, Yiming Zhang et al.
Uncertainty Propagation on LLM Agent
Qiwei Zhao, Dong Li, Yanchi Liu et al.
LESA: Learnable LLM Layer Scaling-Up
Yifei Yang, Zouying Cao, Xinbei Ma et al.
HalluLens: LLM Hallucination Benchmark
Yejin Bang, Ziwei Ji, Alan Schelten et al.
LLM Agents Making Agent Tools
Georg Wölflein, Dyke Ferber, Daniel Truhn et al.
LIP-NER: Literal Patterns Benefit LLM-Based NER
Ruiqi Li, Li Chen
REALM: A Dataset of Real-World LLM Use Cases
Jingwen Cheng, Kshitish Ghate, Wenyue Hua et al.
Awes, Laws, and Flaws From Today’s LLM Research
Adrian de Wynter
Data Interpreter: An LLM Agent for Data Science
Sirui Hong, Yizhang Lin, Bang Liu et al.
Token-Budget-Aware LLM Reasoning
Tingxu Han, Zhenting Wang, Chunrong Fang et al.
Calibrating LLM-Based Evaluator
Yuxuan Liu, Tianchi Yang, Shaohan Huang et al.
LANID: LLM-assisted New Intent Discovery
Lu Fan, Jiashu Pu, Rongsheng Zhang et al.
How to Turn Card Catalogs into LLM Fodder
Mary Ann Tan, Shufan Jiang, Harald Sack
ALYMPICS: LLM Agents Meet Game Theory
Shaoguang Mao, Yuzhe Cai, Yan Xia et al.
Evaluating the Consistency of LLM Evaluators
Noah Lee, Jiwoo Hong, James Thorne
Extracting Prompts by Inverting LLM Outputs
Collin Zhang, John Xavier Morris, Vitaly Shmatikov