Papers’ Summaries

Date Title Author
Jul 7, 2024 Searching for Best Practices in Retrieval-Augmented Generation Imad Dabbura
May 30, 2024 Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Imad Dabbura
Apr 29, 2024 ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Imad Dabbura
Apr 25, 2024 Dense Passage Retrieval for Open-Domain Question Answering Imad Dabbura
Apr 19, 2024 Internet-augmented language models through few-shot prompting for open-domain question answering Imad Dabbura
Apr 11, 2024 Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Imad Dabbura
Apr 9, 2024 OLMo: Accelerating the Science of Language Models Imad Dabbura
Apr 1, 2024 REALM: Retrieval-Augmented Language Model Pre-Training Imad Dabbura
Mar 21, 2024 Self-Instruct: Aligning Language Models with Self-Generated Instructions Imad Dabbura
Mar 17, 2024 Mixtral of Experts Imad Dabbura
Mar 10, 2024 Mistral-7B Imad Dabbura
Feb 27, 2024 Code Llama: Open Foundation Models for Code Imad Dabbura
Feb 20, 2024 Efficient Training of Language Models to Fill in the Middle Imad Dabbura
Feb 15, 2024 Chinchilla: Training Compute-Optimal Large Language Models Imad Dabbura
Jan 5, 2024 Scaling Laws for Neural Language Models Imad Dabbura
Dec 9, 2023 Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Imad Dabbura
Nov 16, 2023 T5: Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Imad Dabbura
Oct 5, 2023 Llama 2: Open Foundation and Fine-Tuned Chat Models Imad Dabbura
Sep 7, 2023 LLaMA: Open and Efficient Foundation Language Models Imad Dabbura
Jun 23, 2022 InstructGPT: Training language models to follow instructions with human feedback Imad Dabbura
Feb 3, 2022 GPT3: Language Models are Few-Shot Learners Imad Dabbura
Nov 10, 2021 RoBERTa: A Robustly Optimized BERT Pretraining Approach Imad Dabbura
Oct 21, 2021 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Imad Dabbura
Apr 11, 2021 GPT2: Language Models are Unsupervised Multitask Learners Imad Dabbura
Jan 16, 2021 GPT: Improving Language Understanding by Generative Pre-Training Imad Dabbura
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