Mike

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upvoted a paper about 2 months ago

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 75

upvoted 7 papers 8 months ago

Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming

Paper • 2402.14261 • Published Feb 22 • 10

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20 • 10

Membership Inference Attacks From First Principles

Paper • 2112.03570 • Published Dec 7, 2021 • 1

Assessing Language Model Deployment with Risk Cards

Paper • 2303.18190 • Published Mar 31, 2023 • 1

Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 109

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 74

Generate rather than Retrieve: Large Language Models are Strong Context Generators

Paper • 2209.10063 • Published Sep 21, 2022 • 1

upvoted 2 papers 9 months ago

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

Paper • 2312.14187 • Published Dec 20, 2023 • 49

Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM

Paper • 2401.02994 • Published Jan 4 • 47

upvoted 3 papers 10 months ago

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

Paper • 2401.00908 • Published Dec 31, 2023 • 179

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Paper • 2306.00978 • Published Jun 1, 2023 • 8

Time is Encoded in the Weights of Finetuned Language Models

Paper • 2312.13401 • Published Dec 20, 2023 • 19

upvoted 24 papers about 1 year ago

CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 73

Diff2Lip: Audio Conditioned Diffusion Models for Lip-Synchronization

Paper • 2308.09716 • Published Aug 18, 2023 • 2

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 47

YaRN: Efficient Context Window Extension of Large Language Models

Paper • 2309.00071 • Published Aug 31, 2023 • 65

RoFormer: Enhanced Transformer with Rotary Position Embedding

Paper • 2104.09864 • Published Apr 20, 2021 • 10

SoTaNa: The Open-Source Software Development Assistant

Paper • 2308.13416 • Published Aug 25, 2023 • 11

Nougat: Neural Optical Understanding for Academic Documents

Paper • 2308.13418 • Published Aug 25, 2023 • 35

MVDream: Multi-view Diffusion for 3D Generation

Paper • 2308.16512 • Published Aug 31, 2023 • 102

DreamFusion: Text-to-3D using 2D Diffusion

Paper • 2209.14988 • Published Sep 29, 2022 • 2

Faithful Reasoning Using Large Language Models

Paper • 2208.14271 • Published Aug 30, 2022 • 1

Grammar Prompting for Domain-Specific Language Generation with Large Language Models

Paper • 2305.19234 • Published May 30, 2023 • 3

Flamingo: a Visual Language Model for Few-Shot Learning

Paper • 2204.14198 • Published Apr 29, 2022 • 14

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

Paper • 2101.04775 • Published Jan 12, 2021 • 1

A Survey on In-context Learning

Paper • 2301.00234 • Published Dec 31, 2022 • 2

RAVEN: In-Context Learning with Retrieval Augmented Encoder-Decoder Language Models

Paper • 2308.07922 • Published Aug 15, 2023 • 17

Clickbait Classification and Spoiling Using Natural Language Processing

Paper • 2306.14907 • Published Jun 16, 2023 • 1

Platypus: Quick, Cheap, and Powerful Refinement of LLMs

Paper • 2308.07317 • Published Aug 14, 2023 • 23

Efficient Guided Generation for Large Language Models

Paper • 2307.09702 • Published Jul 19, 2023 • 8

MTEB: Massive Text Embedding Benchmark

Paper • 2210.07316 • Published Oct 13, 2022 • 6

SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes

Paper • 2302.06587 • Published Feb 13, 2023 • 2

SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval

Paper • 2109.10086 • Published Sep 21, 2021 • 1

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Paper • 2308.05374 • Published Aug 10, 2023 • 27

Training Diffusion Models with Reinforcement Learning

Paper • 2305.13301 • Published May 22, 2023 • 3

AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

Paper • 2308.05734 • Published Aug 10, 2023 • 36