2023

• December 25, 2023 - Discovering the Hidden Vocabulary of DALLE-2
• December 19, 2023 - Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs
• December 17, 2023 - Dense X Retrieval: What Retrieval Granularity Should We Use?
• December 8, 2023 - SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
• December 6, 2023 - Who’s Harry Potter? Approximate Unlearning in LLMs
• December 6, 2023 - Long context prompting for Claude 2.1
• December 4, 2023 - Retrieval-Augmented Multimodal Language Modeling
• November 25, 2023 - A Watermark for Large Language Model
• November 23, 2023 - The Curse of Recursion: Training on Generated Data Makes Models Forget
• November 22, 2023 - Can Large Language Models Infer Causation from Correlation?
• November 19, 2023 - Lost in the Middle: How Language Models Use Long Contexts
• November 18, 2023 - Retrieval meets Long Context Large Language Models

2024

• September 1, 2024 - Distillation Experiments
• August 8, 2024 - Language Model Distillation
• July 28, 2024 - LoRA: Low-Rank Adaptation of Large Language Models
• July 22, 2024 - Prover-verifier Games Improve Legibility of LLM Outputs
• July 14, 2024 - RouteLLM: Learning to Route LLMs with Preference Data
• July 7, 2024 - Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
• July 5, 2024 - Many-Shot In-Context Learning
• June 30, 2024 - Token Pooling to Scale Multi-Vector Retrieval Systems
• June 29, 2024 - Mixture-of-Agents Enhances Large Language Model Capabilities
• June 22, 2024 - GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer
• June 18, 2024 - Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
• April 28, 2024 - Visual Instruction Tuning
• April 25, 2024 - Retrieval-Augmented Dual Instruction Tuning (RA-DIT)
• February 19, 2024 - Spotting LLMs With Binoculars: Zero-Shot Detection Of Machine-Generated Text
• February 13, 2024 - Retrieval-Augmented Generation for Large Language Models: A Survey
• January 29, 2024 - Matryoshka Representation Learning
• January 24, 2024 - A Simple Overview of the LLM Training Steps 🔡
• January 20, 2024 - Using a 7B Model + RAG to Identify and Edit Word-level Hallucinations
• January 19, 2024 - Fine-grained Hallucination Detection and Editing for Language Models
• January 15, 2024 - Long-Context Retrieval Models with Monarch Mixer
• January 9, 2024 - How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs
• January 2, 2024 - Improving Text Embeddings with Large Language Models