Papers
680 papers found
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
Yingcong Li, Ankit Singh Rawat, Samet Oymak
Few-Shot In-Context Imitation Learning via Implicit Graph Alignment
Vitalis Vosylius, Edward Johns
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners
Hyunsoo Cho, Hyuhng Joon Kim, Junyeob Kim et al.
Customizing Language Model Responses with Contrastive In-Context Learning
Xiang Gao, Kamalika Das
Code-Style In-Context Learning for Knowledge-Based Question Answering
Zhijie Nie, Richong Zhang, Zhongyuan Wang et al.
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples
Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki
ReactGPT: Understanding of Chemical Reactions via In-Context Tuning
Zhe Chen, Zhe Fang, Wenhao Tian et al.
AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning
Jun Gao, Qian Qiao, Tianxiang Wu et al.
AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning
Sudarshan Rajagopalan, Vishal M. Patel
Explore In-Context Segmentation via Latent Diffusion Models
Chaoyang Wang, Xiangtai Li, Henghui Ding et al.
MIMTrack: In-Context Tracking via Masked Image Modeling
Xingmei Wang, Guohao Nie, Jiaxiang Meng et al.
Exploring Task-Level Optimal Prompts for Visual In-Context Learning
Yan Zhu, Huan Ma, Changqing Zhang
In-context Prompt-augmented Micro-video Popularity Prediction
Zhangtao Cheng, Jiao Li, Jian Lang et al.
ARTICLE: Annotator Reliability Through In-Context Learning
Sujan Dutta, Deepak Pandita, Tharindu Cyril Weerasooriya et al.
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner
Aizierjiang Aiersilan
In-Context Policy Adaptation via Cross-Domain Skill Diffusion
Minjong Yoo, Woo Kyung Kim, Honguk Woo
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL
Arian Askari, Christian Poelitz, Xinye Tang
GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition
Shizhou Huang, Bo Xu, Yang Yu et al.
How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning
Di-Nan Lin, Yao Jui-Feng, Kun-Da Wu et al.
ARTICLE: Annotator Reliability Through In-Context Learning (Student Abstract)
Sujan Dutta, Deepak Pandita, Tharindu Cyril Weerasooriya et al.
Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation
Daniil Larionov, Vasiliy Viskov, George Kokush et al.
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models
Pawan Rajpoot, Ankur Parikh
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation
Debanjan Dutta, Faizanuddin Ansari, Swagatam Das
Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning
Luan Thanh Nguyen, Parisa Kordjamshidi
Meta-learning via Language Model In-context Tuning
Yanda Chen, Ruiqi Zhong, Sheng Zha et al.