Papers
680 papers found
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning
Wenting Zhao, Ye Liu, Yao Wan et al.
LLMs Are Few-Shot In-Context Low-Resource Language Learners
Samuel Cahyawijaya, Holy Lovenia, Pascale Fung
In-context Learning and Gradient Descent Revisited
Gilad Deutch, Nadav Magar, Tomer Natan et al.
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction
Chenming Tang, Fanyi Qu, Yunfang Wu
TISE: A Tripartite In-context Selection Method for Event Argument Extraction
Yanhe Fu, Yanan Cao, Qingyue Wang et al.
Evaluating In-Context Learning of Libraries for Code Generation
Arkil Patel, Siva Reddy, Dzmitry Bahdanau et al.
Uncertainty Quantification for In-Context Learning of Large Language Models
Chen Ling, Xujiang Zhao, Xuchao Zhang et al.
In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax
Aaron Mueller, Albert Webson, Jackson Petty et al.
Leveraging Code to Improve In-Context Learning for Semantic Parsing
Ben Bogin, Shivanshu Gupta, Peter Clark et al.
A Study on the Calibration of In-context Learning
Hanlin Zhang, YiFan Zhang, Yaodong Yu et al.
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
Hanchong Zhang, Ruisheng Cao, Hongshen Xu et al.
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
Chong Li, Shaonan Wang, Jiajun Zhang et al.
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations
Emilio Cueva, Adrian Lopez Monroy, Fernando Sánchez-Vega et al.
Discourse-Aware In-Context Learning for Temporal Expression Normalization
Akash Gautam, Lukas Lange, Jannik Strötgen
Crafting In-context Examples according to LMs’ Parametric Knowledge
Yoonsang Lee, Pranav Atreya, Xi Ye et al.
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification
Yaxin Zhu, Hamed Zamani
In-Context Example Ordering Guided by Label Distributions
Zhichao Xu, Daniel Cohen, Bei Wang et al.
Anti-LM Decoding for Zero-shot In-context Machine Translation
Suzanna Sia, Alexandra DeLucia, Kevin Duh
A Comparison of Fine-Tuning and In-Context Learning for Clause-Level Morphosyntactic Alternation
Jim Su, Justin Ho, George Broadwell et al.
EM_Mixers at MEDIQA-CORR 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction
Swati Rajwal, Eugene Agichtein, Abeed Sarker
JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far
Nikola Ljubešić, Taja Kuzman, Peter Rupnik et al.
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning
Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao et al.
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction
Wei Li, Wen Luo, Guangyue Peng et al.