Papers
2,781 papers found
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization
Chenghua Huang, Shisong Chen, Zhixu Li et al.
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance
Saurabh Srivastava, Chengyue Huang, Weiguo Fan et al.
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
Nicholas Lee, Thanakul Wattanawong, Sehoon Kim et al.
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
Jiuzhou Han, Nigel Collier, Wray Buntine et al.
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark
Hongwei Liu, Zilong Zheng, Yuxuan Qiao et al.
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations
Lvxue Li, Jiaqi Chen, Xinyu Lu et al.
Penetrative AI: Making LLMs Comprehend the Physical World
Huatao Xu, Liying Han, Qirui Yang et al.
An Empirical Study of In-context Learning in LLMs for Machine Translation
Pranjal Chitale, Jay Gala, Raj Dabre
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs
Lei Sun, Zhengwei Tao, Youdi Li et al.
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies
Nitesh Kumar, Usashi Chatterjee, Steven Schockaert
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement
Xinliang Frederick Zhang, Carter Blum, Temma Choji et al.
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs
Masashi Oshika, Makoto Morishita, Tsutomu Hirao et al.
DB-LLM: Accurate Dual-Binarization for Efficient LLMs
Hong Chen, Chengtao Lv, Liang Ding et al.
TempCompass: Do Video LLMs Really Understand Videos?
Yuanxin Liu, Shicheng Li, Yi Liu et al.
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs
Tingting Liang, Chenxin Jin, Lingzhi Wang et al.
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models
Mahammed Kamruzzaman, Md. Shovon, Gene Kim
Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction
Weiyan Zhang, Wanpeng Lu, Jiacheng Wang et al.
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data
Xiao Liu, Zirui Wu, Xueqing Wu et al.
On the Vulnerability of Safety Alignment in Open-Access LLMs
Jingwei Yi, Rui Ye, Qisi Chen et al.
Understanding and Patching Compositional Reasoning in LLMs
Zhaoyi Li, Gangwei Jiang, Hong Xie et al.
LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States
Jinwen He, Yujia Gong, Zijin Lin et al.
Data Contamination Calibration for Black-box LLMs
Wentao Ye, Jiaqi Hu, Liyao Li et al.
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
An Liu, Zonghan Yang, Zhenhe Zhang et al.
Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA
Xinran Chen, Xuanang Chen, Ben He et al.
LC4EE: LLMs as Good Corrector for Event Extraction
Mengna Zhu, Kaisheng Zeng, JibingWu JibingWu et al.