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In-Context Learning

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TitleStatusHype
Small Models are Valuable Plug-ins for Large Language ModelsCode1
Is ChatGPT a Good Causal Reasoner? A Comprehensive EvaluationCode1
Chain-of-Dictionary Prompting Elicits Translation in Large Language ModelsCode0
How Good are Commercial Large Language Models on African Languages?—0
Multilingual LLMs are Better Cross-lingual In-context Learners with AlignmentCode0
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning—0
How Do In-Context Examples Affect Compositional Generalization?—0
Unified Demonstration Retriever for In-Context LearningCode1
Using ChatGPT for Entity MatchingCode1
Otter: A Multi-Modal Model with In-Context Instruction TuningCode4
In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models—0
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human SupervisionCode3
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models—0
GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsCode1
Stance Detection: A Practical Guide to Classifying Political Beliefs in TextCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Privacy-Preserving In-Context Learning for Large Language Models—0
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?Code0
Few-shot In-context Learning for Knowledge Base Question AnsweringCode1
In-Context Learning Unlocked for Diffusion ModelsCode2
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression—0
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with RecommendationCode2
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations—0
Controlled Text Generation with Natural Language Instructions—0
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression—0
Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation—0
Boosting Theory-of-Mind Performance in Large Language Models via PromptingCode1
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionCode2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationCode2
A Latent Space Theory for Emergent Abilities in Large Language Models—0
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing SynthesizersCode2
An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPTCode1
Towards Robust Prompts on Vision-Language Models—0
Bayesian Optimization of Catalysis With In-Context LearningCode1
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Dataset Augmented by ChatGPTCode2
Exploring Effective Factors for Improving Visual In-Context LearningCode1
Extractive Summarization via ChatGPT for Faithful Summary Generation—0
Towards Interpretable Mental Health Analysis with Large Language ModelsCode2
SegGPT: Segmenting Everything In ContextCode4
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions—0
Resources and Few-shot Learners for In-context Learning in Slavic LanguagesCode0
Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation—0
Subject-driven Text-to-Image Generation via Apprenticeship Learning—0
Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context LearningCode0
TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs—0
When Brain-inspired AI Meets AGI—0
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System—0
GPT is becoming a Turing machine: Here are some ways to program it—0
kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor InferenceCode1
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