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upvoted 8 papers 7 months ago

Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation

Paper • 2312.11532 • Published Dec 15, 2023 • 5

LLM-Assisted Code Cleaning For Training Accurate Code Generators

Paper • 2311.14904 • Published Nov 25, 2023 • 3

CodeCoT and Beyond: Learning to Program and Test like a Developer

Paper • 2308.08784 • Published Aug 17, 2023 • 5

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 78

HiFi4G: High-Fidelity Human Performance Rendering via Compact Gaussian Splatting

Paper • 2312.03461 • Published Dec 6, 2023 • 15

Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing

Paper • 2310.13855 • Published Oct 20, 2023 • 1

PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization

Paper • 2310.16427 • Published Oct 25, 2023 • 1

ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs

Paper • 2311.13600 • Published Nov 22, 2023 • 41

upvoted 9 papers 8 months ago

MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning

Paper • 2310.16049 • Published Oct 24, 2023 • 3

CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 68

FireAct: Toward Language Agent Fine-tuning

Paper • 2310.05915 • Published Oct 9, 2023 • 2

The ART of LLM Refinement: Ask, Refine, and Trust

Paper • 2311.07961 • Published Nov 14, 2023 • 9

Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster

Paper • 2311.08263 • Published Nov 14, 2023 • 14

Technical Report: Large Language Models can Strategically Deceive their Users when Put Under Pressure

Paper • 2311.07590 • Published Nov 9, 2023 • 15

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 31

Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers

Paper • 2311.10642 • Published Nov 17, 2023 • 23

Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 16

upvoted 3 papers 9 months ago

VeRA: Vector-based Random Matrix Adaptation

Paper • 2310.11454 • Published Oct 17, 2023 • 27

Enable Language Models to Implicitly Learn Self-Improvement From Data

Paper • 2310.00898 • Published Oct 2, 2023 • 21

Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Paper • 2310.03094 • Published Oct 4, 2023 • 12

upvoted a collection 9 months ago

RelevantPapers

Collection

13 items • Updated Nov 26, 2023 • 1

upvoted a paper 9 months ago

CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 69

upvoted 12 papers 10 months ago

Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 50

Cure the headache of Transformers via Collinear Constrained Attention

Paper • 2309.08646 • Published Sep 15, 2023 • 12

Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?

Paper • 2309.08963 • Published Sep 16, 2023 • 9

LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models

Paper • 2309.09506 • Published Sep 18, 2023 • 14

An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models

Paper • 2309.09958 • Published Sep 18, 2023 • 18

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT)

Paper • 2309.08968 • Published Sep 16, 2023 • 22

Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 73

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 51

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 37

Simple synthetic data reduces sycophancy in large language models

Paper • 2308.03958 • Published Aug 7, 2023 • 20

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 45

YaRN: Efficient Context Window Extension of Large Language Models

Paper • 2309.00071 • Published Aug 31, 2023 • 59

upvoted a paper 12 months ago

Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners

Paper • 2307.01928 • Published Jul 4, 2023 • 9