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upvoted 2 papers 9 months ago

PromptTTS 2: Describing and Generating Voices with Text Prompt

Paper • 2309.02285 • Published Sep 5, 2023 • 11

Efficient RLHF: Reducing the Memory Usage of PPO

Paper • 2309.00754 • Published Sep 1, 2023 • 13

upvoted 54 papers 11 months ago

AlpaGasus: Training A Better Alpaca with Fewer Data

Paper • 2307.08701 • Published Jul 17, 2023 • 21

Retentive Network: A Successor to Transformer for Large Language Models

Paper • 2307.08621 • Published Jul 17, 2023 • 167

In-context Autoencoder for Context Compression in a Large Language Model

Paper • 2307.06945 • Published Jul 13, 2023 • 25

PolyLM: An Open Source Polyglot Large Language Model

Paper • 2307.06018 • Published Jul 12, 2023 • 24

Empowering Cross-lingual Behavioral Testing of NLP Models with Typological Features

Paper • 2307.05454 • Published Jul 11, 2023 • 6

Collaborative Score Distillation for Consistent Visual Synthesis

Paper • 2307.04787 • Published Jul 4, 2023 • 26

Large Language Models for Supply Chain Optimization

Paper • 2307.03875 • Published Jul 8, 2023 • 16

RLTF: Reinforcement Learning from Unit Test Feedback

Paper • 2307.04349 • Published Jul 10, 2023 • 4

Sketch-A-Shape: Zero-Shot Sketch-to-3D Shape Generation

Paper • 2307.03869 • Published Jul 8, 2023 • 20

Large Language Models as General Pattern Machines

Paper • 2307.04721 • Published Jul 10, 2023 • 13

Teaching Arithmetic to Small Transformers

Paper • 2307.03381 • Published Jul 7, 2023 • 15

Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers

Paper • 2307.03183 • Published Jul 6, 2023 • 7

Lost in the Middle: How Language Models Use Long Contexts

Paper • 2307.03172 • Published Jul 6, 2023 • 32

A Survey on Evaluation of Large Language Models

Paper • 2307.03109 • Published Jul 6, 2023 • 37

SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference

Paper • 2307.02628 • Published Jul 5, 2023 • 6

Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts

Paper • 2307.02768 • Published Jul 6, 2023 • 12

mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

Paper • 2307.02499 • Published Jul 4, 2023 • 14

Focused Transformer: Contrastive Training for Context Scaling

Paper • 2307.03170 • Published Jul 6, 2023 • 10

What Matters in Training a GPT4-Style Language Model with Multimodal Inputs?

Paper • 2307.02469 • Published Jul 5, 2023 • 11

Open-Source Large Language Models Outperform Crowd Workers and Approach ChatGPT in Text-Annotation Tasks

Paper • 2307.02179 • Published Jul 5, 2023 • 6

Embodied Task Planning with Large Language Models

Paper • 2307.01848 • Published Jul 4, 2023 • 5

Physics-based Motion Retargeting from Sparse Inputs

Paper • 2307.01938 • Published Jul 4, 2023 • 7

Jailbroken: How Does LLM Safety Training Fail?

Paper • 2307.02483 • Published Jul 5, 2023 • 12

Building Cooperative Embodied Agents Modularly with Large Language Models

Paper • 2307.02485 • Published Jul 5, 2023 • 11

DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models

Paper • 2307.02421 • Published Jul 5, 2023 • 33

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Paper • 2307.01952 • Published Jul 4, 2023 • 74

Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning

Paper • 2307.02053 • Published Jul 5, 2023 • 23

LongNet: Scaling Transformers to 1,000,000,000 Tokens

Paper • 2307.02486 • Published Jul 5, 2023 • 79

Segment Anything Meets Point Tracking

Paper • 2307.01197 • Published Jul 3, 2023 • 34

Meta-training with Demonstration Retrieval for Efficient Few-shot Learning

Paper • 2307.00119 • Published Jun 30, 2023 • 5

Personality Traits in Large Language Models

Paper • 2307.00184 • Published Jul 1, 2023 • 18

JourneyDB: A Benchmark for Generative Image Understanding

Paper • 2307.00716 • Published Jul 3, 2023 • 16

Improving Language Plasticity via Pretraining with Active Forgetting

Paper • 2307.01163 • Published Jul 3, 2023 • 6

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Paper • 2306.17563 • Published Jun 30, 2023 • 8

On the Exploitability of Instruction Tuning

Paper • 2306.17194 • Published Jun 28, 2023 • 8

Stay on topic with Classifier-Free Guidance

Paper • 2306.17806 • Published Jun 30, 2023 • 26

An Efficient Sparse Inference Software Accelerator for Transformer-based Language Models on CPUs

Paper • 2306.16601 • Published Jun 28, 2023 • 4

ArrayBot: Reinforcement Learning for Generalizable Distributed Manipulation through Touch

Paper • 2306.16857 • Published Jun 29, 2023 • 5

Automatic Calibration and Error Correction for Large Language Models via Pareto Optimal Self-Supervision

Paper • 2306.16564 • Published Jun 28, 2023 • 3

Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language

Paper • 2306.16410 • Published Jun 28, 2023 • 26

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution

Paper • 2306.15794 • Published Jun 27, 2023 • 16

Understanding In-Context Learning via Supportive Pretraining Data

Paper • 2306.15091 • Published Jun 26, 2023 • 6

Length Generalization in Arithmetic Transformers

Paper • 2306.15400 • Published Jun 27, 2023 • 4

LeanDojo: Theorem Proving with Retrieval-Augmented Language Models

Paper • 2306.15626 • Published Jun 27, 2023 • 15

Extending Context Window of Large Language Models via Positional Interpolation

Paper • 2306.15595 • Published Jun 27, 2023 • 52

Beyond Scale: the Diversity Coefficient as a Data Quality Metric Demonstrates LLMs are Pre-trained on Formally Diverse Data

Paper • 2306.13840 • Published Jun 24, 2023 • 11

Swin-Free: Achieving Better Cross-Window Attention and Efficiency with Size-varying Window

Paper • 2306.13776 • Published Jun 23, 2023 • 5

Supervised Pretraining Can Learn In-Context Reinforcement Learning

Paper • 2306.14892 • Published Jun 26, 2023 • 8

Faster Segment Anything: Towards Lightweight SAM for Mobile Applications

Paper • 2306.14289 • Published Jun 25, 2023 • 15

H_2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Paper • 2306.14048 • Published Jun 24, 2023 • 10

Scaling MLPs: A Tale of Inductive Bias

Paper • 2306.13575 • Published Jun 23, 2023 • 14

System-Level Natural Language Feedback

Paper • 2306.13588 • Published Jun 23, 2023 • 10

GKD: Generalized Knowledge Distillation for Auto-regressive Sequence Models

Paper • 2306.13649 • Published Jun 23, 2023 • 10

Long-range Language Modeling with Self-retrieval

Paper • 2306.13421 • Published Jun 23, 2023 • 16

upvoted 4 papers 12 months ago

Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Paper • 2306.11932 • Published Jun 20, 2023 • 6

Training Transformers with 4-bit Integers

Paper • 2306.11987 • Published Jun 21, 2023 • 20

Fast Segment Anything

Paper • 2306.12156 • Published Jun 21, 2023 • 33

RepoFusion: Training Code Models to Understand Your Repository

Paper • 2306.10998 • Published Jun 19, 2023 • 14