Paper "in-context learning" Papers
15 papers found
Conference
Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models
Lei Tang, Jinghui Qin, Wenxuan Ye et al.
AAAI 2025paperarXiv:2501.01679
8
citations
AdaptMI: Adaptive Skill-based In-context Math Instructions for Small Language Models
Yinghui He, Abhishek Panigrahi, Yong Lin et al.
COLM 2025paperarXiv:2505.00147
3
citations
ARTICLE: Annotator Reliability Through In-Context Learning
Sujan Dutta, Deepak Pandita, Tharindu Cyril Weerasooriya et al.
AAAI 2025paperarXiv:2409.12218
6
citations
Bayesian scaling laws for in-context learning
Aryaman Arora, Dan Jurafsky, Christopher Potts et al.
COLM 2025paperarXiv:2410.16531
13
citations
Gating is Weighting: Understanding Gated Linear Attention through In-context Learning
Yingcong Li, Davoud Ataee Tarzanagh, Ankit Singh Rawat et al.
COLM 2025paper
5
citations
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner
Aizierjiang Aiersilan
AAAI 2025paperarXiv:2412.18086
4
citations
HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation
Tengfei Liu, Jiapu Wang, Yongli Hu et al.
AAAI 2025paperarXiv:2412.11070
8
citations
Implicit In-Context Learning: Evidence from Artificial Language Experiments
Xiaomeng Ma, Qihui Xu
COLM 2025paperarXiv:2503.24190
1
citations
LLMs Are In-Context Bandit Reinforcement Learners
Giovanni Monea, Antoine Bosselut, Kianté Brantley et al.
COLM 2025paperarXiv:2410.05362
12
citations
RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector
Zhensheng Wang, Wenmian Yang, Kun Zhou et al.
AAAI 2025paperarXiv:2412.10104
The Dual-Route Model of Induction
Sheridan Feucht, Eric Todd, Byron C Wallace et al.
COLM 2025paperarXiv:2504.03022
15
citations
Code-Style In-Context Learning for Knowledge-Based Question Answering
Zhijie Nie, Richong Zhang, Zhongyuan Wang et al.
AAAI 2024paperarXiv:2309.04695
19
citations
Customizing Language Model Responses with Contrastive In-Context Learning
Xiang Gao, Kamalika Das
AAAI 2024paperarXiv:2401.17390
20
citations
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
Mingxin Li, Richong Zhang, Zhijie Nie et al.
AAAI 2024paperarXiv:2309.06453
1
citations
Relational Programming with Foundational Models
Ziyang Li, Jiani Huang, Jason Liu et al.
AAAI 2024paperarXiv:2412.14515
11
citations