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Collections including paper arxiv:2401.12070

LLM-generated Text Detection

DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

Paper • 2306.05540 • Published May 23, 2023
Ghostbuster: Detecting Text Ghostwritten by Large Language Models

Paper • 2305.15047 • Published May 24, 2023 • 1
A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions

Paper • 2310.14724 • Published Oct 23, 2023
AI, write an essay for me: A large-scale comparison of human-written versus ChatGPT-generated essays

Paper • 2304.14276 • Published Apr 24, 2023

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 105
How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15, 2024 • 41
BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15, 2024 • 20
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 37

AI-Generated Text Detection

Paper collections about AI-generated text detection.

GLTR: Statistical Detection and Visualization of Generated Text

Paper • 1906.04043 • Published Jun 10, 2019
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Paper • 2301.11305 • Published Jan 26, 2023 • 2
The Science of Detecting LLM-Generated Texts

Paper • 2303.07205 • Published Feb 4, 2023
AI, write an essay for me: A large-scale comparison of human-written versus ChatGPT-generated essays

Paper • 2304.14276 • Published Apr 24, 2023

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22, 2024 • 44

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22, 2024 • 44
Honeybee: Locality-enhanced Projector for Multimodal LLM

Paper • 2312.06742 • Published Dec 11, 2023 • 10

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Paper • 2402.19427 • Published Feb 29, 2024 • 53
Simple linear attention language models balance the recall-throughput tradeoff

Paper • 2402.18668 • Published Feb 28, 2024 • 19
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition

Paper • 2402.15220 • Published Feb 23, 2024 • 19
Linear Transformers are Versatile In-Context Learners

Paper • 2402.14180 • Published Feb 21, 2024 • 6

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

Paper • 2312.16862 • Published Dec 28, 2023 • 30
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action

Paper • 2312.17172 • Published Dec 28, 2023 • 27
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers

Paper • 2401.01974 • Published Jan 3, 2024 • 5
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3, 2024 • 27

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 181
Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 15
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation

Paper • 2312.17276 • Published Dec 27, 2023 • 15
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5, 2024 • 14

Paper reading list

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 79
LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2, 2024 • 54
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 181
LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 257

Safety / Alignment / Policies / SMI

🔖Cheatsheet: http://tinyurl.com/35vvs6d9 🔖Foundation Model Cheatsheet: https://fmcheatsheet.org/

TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 66
Sparks of Artificial General Intelligence: Early experiments with GPT-4

Paper • 2303.12712 • Published Mar 22, 2023 • 2
Secrets of RLHF in Large Language Models Part II: Reward Modeling

Paper • 2401.06080 • Published Jan 11, 2024 • 26
Measuring Implicit Bias in Explicitly Unbiased Large Language Models

Paper • 2402.04105 • Published Feb 6, 2024 • 1

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