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Discover the best community collections!

Collections including paper arxiv:2401.12070

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 90
How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15 • 33
BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15 • 17
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15 • 35

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 • 40

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

Paper • 2401.12070 • Published Jan 22 • 40
Honeybee: Locality-enhanced Projector for Multimodal LLM

Paper • 2312.06742 • Published Dec 11, 2023 • 7

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

Paper • 2402.19427 • Published Feb 29 • 48
Simple linear attention language models balance the recall-throughput tradeoff

Paper • 2402.18668 • Published Feb 28 • 16
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition

Paper • 2402.15220 • Published Feb 23 • 18
Linear Transformers are Versatile In-Context Learners

Paper • 2402.14180 • Published Feb 21 • 5

about 8 hours ago

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

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

Paper • 2312.17172 • Published Dec 28, 2023 • 24
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers

Paper • 2401.01974 • Published Jan 3 • 4
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3 • 26

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

Paper • 2401.00908 • Published Dec 31, 2023 • 172
Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 12
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation

Paper • 2312.17276 • Published Dec 27, 2023 • 14
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5 • 10

Paper reading list

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 72
LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2 • 50
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 172
LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 252

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 • 62
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 • 23
Confidence-Building Measures for Artificial Intelligence: Workshop Proceedings

Paper • 2308.00862 • Published Aug 1, 2023

Detect AI Generated Text

A collection of papers about detecting text generated by AI

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Paper • 2301.11305 • Published Jan 26, 2023 • 2
Ghostbuster: Detecting Text Ghostwritten by Large Language Models

Paper • 2305.15047 • Published May 24, 2023 • 1
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

Paper • 2306.05540 • Published May 23, 2023
A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions

Paper • 2310.14724 • Published Oct 23, 2023

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