Demystifying GPT Self-Repair for Code Generation

LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion

AI and the transformation of social science research

Evaluating the Social Impact of Generative AI Systems in Systems and Society

Tanaka, H., Gallo, G., Gluyas, J., Kamoshida, O., Lo Presti, D., Shimizu, T., ... & Yokota, Y. First Navigation With Wireless Muometric Navigation System (MuWNS) in Indoor and Underground Environments. Available at SSRN 4180806.

FinGPT: Open-Source Financial Large Language Models

Distinguishing academic science writing from humans or ChatGPT with over 99% accuracy using off-the-shelf machine learning tools

The Curse of Recursion: Training on Generated Data Makes Models Forget

A transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

Recognize Anything: A Strong Image Tagging Model

🥇Top ML Papers of the Week

Gong, Y., Rouditchenko, A., Liu, A. H., Harwath, D., Karlinsky, L., Kuehne, H., & Glass, J. (2022). Contrastive audio-visual masked autoencoder. arXiv preprint arXiv:2210.07839.

Advances in apparent conceptual physics reasoning in GPT-4

Cross-Lingual Supervision improves Large Language Models Pre-training

Deliberate then Generate: Enhanced Prompting Framework for Text Generation

Developing a platform for linear mechanical quantum computing

Simple and Controllable Music Generation

Entailment as Robust Self-Learner

Distinguishing academic science writing from humans or ChatGPT with over 99% accuracy using off-the-shelf machine learning tools

LEACE: Perfect linear concept erasure in closed form

Explainable Goal-driven Agents and Robots - A Comprehensive Review | ACM Computing Surveys

CAPE: Camera View Position Embedding for Multi-View 3D Object Detection

Faster sorting algorithms discovered using deep reinforcement learning

Emotion prediction as computation over a generative theory of mind | Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences

Enabling Scalable AI Computational Lithography with Physics-Inspired Models | Research

Why AI Will Save the World | Andreessen Horowitz

Faith and Fate: Limits of Transformers on Compositionality