The sections are as follows:

• Large Language Model
• In-context Learning
• Text Embeddings

Large Language Model

2023

• Baichuan Baichuan 2: Open Large-scale Language Models
• arXiv, Meta Code Llama: Open Foundation Models for Code
• arXiv, Meta Llama 2: Open Foundation and Fine-Tuned Chat Models
• ICML, EleutherAI Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling [Code]

2022

• arXiv, OpenAI Efficient Training of Language Models to Fill in the Middle

In-context Learning

2023

• ICML Compositional Exemplars for In-context Learning
• arXiv Learning to Retrieve In-Context Examples for Large Language Models

2022

• NAACL Learning To Retrieve Prompts for In-Context Learning

Text Embeddings

2023

• arXiv, BAAI C-Pack: Packaged Resources To Advance General Chinese Embedding
• ACL One Embedder, Any Task: Instruction-Finetuned Text Embeddings
• OpenAI Text and Code Embeddings by Contrastive Pre-Training

2022

• arXiv, MS Text Embeddings by Weakly-Supervised Contrastive Pre-training