Papers
680 papers found
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis
Songhua Yang, Xinke Jiang, Hanjie Zhao et al.
In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis
Qianlong Wang, Hongling Xu, Keyang Ding et al.
Language Models for Text Classification: Is In-Context Learning Enough?
Aleksandra Edwards, Jose Camacho-Collados
Locally Differentially Private In-Context Learning
Chunyan Zheng, Keke Sun, Wenhao Zhao et al.
Submodular-based In-context Example Selection for LLMs-based Machine Translation
Baijun Ji, Xiangyu Duan, Zhenyu Qiu et al.
Towards Robust In-Context Learning for Machine Translation with Large Language Models
Shaolin Zhu, Menglong Cui, Deyi Xiong
Towards Understanding the Relationship between In-context Learning and Compositional Generalization
Sungjun Han, Sebastian Padó
Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale
Pawan Kumar Rajpoot, Ashvini Jindal, Ankur Parikh
Using In-context Learning to Automate AI Image Generation for a Gamified Text Labelling Task
Fatima Althani, Chris Madge, Massimo Poesio
Sentence Segmentation and Punctuation for Ancient Books Based on Supervised In-context Training
Shiquan Wang, Weiwei Fu, Mengxiang Li et al.
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis
Senbin Zhu, ChenYuan He, Hongde Liu et al.
In-context Continual Learning Assisted by an External Continual Learner
Saleh Momeni, Sahisnu Mazumder, Zixuan Ke et al.
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text
Ali Al Lawati, Jason Lucas, Prasenjit Mitra
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning
Raymond Li, Yuxi Feng, Zhenan Fan et al.
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study
Mingyang Song, Mao Zheng, Xuan Luo
Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency
Jaeseong Lee, Wei Yang, Gopal Gupta et al.
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning
Yukang Lin, Bingchen Zhong, Shuoran Jiang et al.
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL
Geling Liu, Yunzhi Tan, Ruichao Zhong et al.
Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning
Piyapath T. Spencer, Nanthipat Kongborrirak
In-Context Reinforcement Learning with Retrieval-Augmented Generation for Text-to-SQL
Rishit Toteja, Arindam Sarkar, Prakash Mandayam Comar
ICLEval: Evaluating In-Context Learning Ability of Large Language Models
Wentong Chen, Yankai Lin, ZhenHao Zhou et al.
Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality (extended abstract)
Chen Siyu, Sheen Heejune, Wang Tianhao et al.
Transformer verbatim in-context retrieval across time and scale
Kristijan Armeni, Marko Pranjić, Senja Pollak
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
Chaoyi Zhang, Kevin Lin, Zhengyuan Yang et al.