KOINEU

Do Prompts Reshape Representations? An Empirical Study of Prompting Effects on Embeddings

본 논문에서는 제로샷 분류를 위한 다양한 프롬프트 템플릿의 효과를 경험적으로 조사한다. 우리의 연구는 프롬프팅이 어떻게 표현의 품질에 영향을 미치는지, 그리고 이러한 변화가 작업과 관련하여 어떻게 나타나는지를 탐구한다. 우리는 프롬프트와 표현 사이의 복잡한 상호작용을 발견했으며, 이는 단순히 더 관련성 있는 프롬프트가 항상 더 나은 결과를 가져온다는 가정을 뒤엎는다. 또한 우리의 분석은 이 예기치 않은 행동에 기여하는 잠재적 요인을 밝힌다. 이러한 통찰력은 사전 학습된 언어 모델의 동작을 이해하고 개선하는 데 도움이 될 수 있다.

Do Prompts Reshape Representations? An Empirical Study of Prompting Effects on Embeddings

Driver Identification by Neural Network on Extracted Statistical Features from Smartphone Data

DRMS Co-design by F4MS

Dynamic Advisor-Based Ensemble (dynABE): Case study in stock trend prediction of critical metal companies

Dynamic Characteristics of the Low-Temperature Decomposition of the C20 Fullerene

Dynamic Impact for Ant Colony Optimization algorithm

Early solar photographs by G. Roster (April 1893)

Easy Acceleration with Distributed Arrays

Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces

Editing Knowledge in Large Mathematical Corpora. A case study with Semantic LaTeX (sTeX)

Effects of forest fire severity on terrestrial carbon emission and ecosystem production in the Himalayan region, India

Efficient Approximation of Optimal Control for Markov Games

Efficient Inventory Optimization of Multi Product, Multiple Suppliers with Lead Time using PSO

Efficient reconfigurable regions management method for adaptive and dynamic FPGA based systems

Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey

Effort minimization in UI development by reusing existing DGML based UI design for qualitative software development

Electrons anomalous magnetic moment effects on electron-hydrogen elastic collisions in the presence of a circularly polarized laser field

Endoscopic Depth Estimation Based on Deep Learning: A Survey

Enhanced Optimization with Composite Objectives and Novelty Selection

Enhanced Smart Contract Reputability Analysis using Multimodal Data Fusion on Ethereum

Enhancing Decision-Making in Windows PE Malware Classification During Dataset Shifts with Uncertainty Estimation

Equivalence of the Random Oracle Model and the Ideal Cipher Model, Revisited

Ergodic Control and Polyhedral approaches to PageRank Optimization

Error correcting code using tree-like multilayer perceptron

Etude et traitement automatique de langlais du XVIIe si`ecle : outils morphosyntaxiques et dictionnaires

EVA: Expressive Virtual Avatars from Multi-view Videos

Evaluation of angular dispersion for various propagation environments in emerging 5G systems

Evidence for a compact jet dominating the broadband spectrum of the black hole accretor XTE J1550-564

Evolutionary Games defined at the Network Mesoscale: The Public Goods game

EvoMem: Improving Multi-Agent Planning with Dual-Evolving Memory

Exact prediction of S&P 500 returns

Excerpt from the book World of Movable Objects

Excitation of acoustic waves by vortices in the quiet Sun

Excited state calculations using phaseless auxiliary-field quantum Monte Carlo: potential energy curves of low lying C2 singlet states

Exemplar-Guided Planing: Enhanced LLM Agent for KGQA

Experiments with Different Indexing Techniques for Text Retrieval tasks on Gujarati Language using Bag of Words Approach

Exploring Hadron Physics in Black Hole Formations: a New Promising Target of Neutrino Astronomy

Extreme Event Precursor Prediction in Turbulent Dynamical Systems via CNN-Augmented Recurrence Analysis

FairyGen: Storied Cartoon Video from a Single Child-Drawn Character

Feedforward 3D Editing via Text-Steerable Image-to-3D

Fermi Gamma-ray Space Telescope: High-Energy Results from the First Year

FIBER: A Multilingual Evaluation Resource for Factual Inference Bias

Fine-tuning the Ant Colony System algorithm through Particle Swarm Optimization

FineSkiing: A Fine-grained Benchmark for Skiing Action Quality Assessment

FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial Datasets

FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting

FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification

Flat Model Structures for Nonunital Algebras and Higher K-Theory

Flavor Transition Mechanisms of Propagating Astrophysical Neutrinos -A Model Independent Parametrization

Fluorescence emission induced by extensive air showers in dependence on atmospheric conditions

< Category Statistics (Total: 2844) >

Start searching

No results found