Haley Buck

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upvoted 60 papers about 1 month ago

Farzi Data: Autoregressive Data Distillation

Paper • 2310.09983 • Published Oct 15, 2023 • 7

In-Context Pretraining: Language Modeling Beyond Document Boundaries

Paper • 2310.10638 • Published Oct 16, 2023 • 28

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Paper • 2310.09478 • Published Oct 14, 2023 • 19

CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules

Paper • 2310.08992 • Published Oct 13, 2023 • 10

Toward Joint Language Modeling for Speech Units and Text

Paper • 2310.08715 • Published Oct 12, 2023 • 7

Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 39

MotionDirector: Motion Customization of Text-to-Video Diffusion Models

Paper • 2310.08465 • Published Oct 12, 2023 • 14

Lemur: Harmonizing Natural Language and Code for Language Agents

Paper • 2310.06830 • Published Oct 10, 2023 • 30

Octopus: Embodied Vision-Language Programmer from Environmental Feedback

Paper • 2310.08588 • Published Oct 12, 2023 • 34

HeaP: Hierarchical Policies for Web Actions using LLMs

Paper • 2310.03720 • Published Oct 5, 2023 • 6

Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency

Paper • 2310.03734 • Published Oct 5, 2023 • 14

AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Paper • 2407.18901 • Published Jul 26 • 30

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Paper • 2310.03731 • Published Oct 5, 2023 • 29

FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Paper • 2310.03214 • Published Oct 5, 2023 • 17

UniAudio: An Audio Foundation Model Toward Universal Audio Generation

Paper • 2310.00704 • Published Oct 1, 2023 • 19

Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion

Paper • 2310.03502 • Published Oct 5, 2023 • 77

Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning

Paper • 2407.20798 • Published Jul 30 • 23

Matting by Generation

Paper • 2407.21017 • Published Jul 30 • 22

A Large Encoder-Decoder Family of Foundation Models For Chemical Language

Paper • 2407.20267 • Published Jul 24 • 31

Meltemi: The first open Large Language Model for Greek

Paper • 2407.20743 • Published Jul 30 • 67

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3 • 51

InstaGen: Enhancing Object Detection by Training on Synthetic Dataset

Paper • 2402.05937 • Published Feb 8 • 11

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Paper • 2402.05935 • Published Feb 8 • 15

Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification

Paper • 2407.19340 • Published Jul 27 • 55

SHIC: Shape-Image Correspondences with no Keypoint Supervision

Paper • 2407.18907 • Published Jul 26 • 38

Sentiment Analysis of Lithuanian Online Reviews Using Large Language Models

Paper • 2407.19914 • Published Jul 29 • 12

Are We Done with MMLU?

Paper • 2406.04127 • Published Jun 6 • 37

Task Me Anything

Paper • 2406.11775 • Published Jun 17 • 8

Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models

Paper • 2407.12327 • Published Jul 17 • 75

E5-V: Universal Embeddings with Multimodal Large Language Models

Paper • 2407.12580 • Published Jul 17 • 38

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19 • 35

GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression

Paper • 2407.12077 • Published Jul 16 • 52

BOND: Aligning LLMs with Best-of-N Distillation

Paper • 2407.14622 • Published Jul 19 • 17

The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism

Paper • 2407.10457 • Published Jul 15 • 22

NeedleBench: Can LLMs Do Retrieval and Reasoning in 1 Million Context Window?

Paper • 2407.11963 • Published Jul 16 • 43

Scaling Diffusion Transformers to 16 Billion Parameters

Paper • 2407.11633 • Published Jul 16 • 25

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9 • 41

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients

Paper • 2407.08296 • Published Jul 11 • 30

Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist

Paper • 2407.08733 • Published Jul 11 • 20

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Paper • 2407.07061 • Published Jul 9 • 26

AgentInstruct: Toward Generative Teaching with Agentic Flows

Paper • 2407.03502 • Published Jul 3 • 42

The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Paper • 2406.17557 • Published Jun 25 • 82

LongIns: A Challenging Long-context Instruction-based Exam for LLMs

Paper • 2406.17588 • Published Jun 25 • 20

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Paper • 2406.16860 • Published Jun 24 • 54

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Paper • 2406.15877 • Published Jun 22 • 45

Understanding Alignment in Multimodal LLMs: A Comprehensive Study

Paper • 2407.02477 • Published Jul 2 • 21

Magic Insert: Style-Aware Drag-and-Drop

Paper • 2407.02489 • Published Jul 2 • 20

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

Paper • 2407.01284 • Published Jul 1 • 75

ColPali: Efficient Document Retrieval with Vision Language Models

Paper • 2407.01449 • Published Jun 27 • 36

Vript: A Video Is Worth Thousands of Words

Paper • 2406.06040 • Published Jun 10 • 22

WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild

Paper • 2406.04770 • Published Jun 7 • 26

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published May 31 • 63

Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach

Paper • 2405.15613 • Published May 24 • 13

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 125

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13 • 65

SUTRA: Scalable Multilingual Language Model Architecture

Paper • 2405.06694 • Published May 7 • 37

What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 97

Aya 23: Open Weight Releases to Further Multilingual Progress

Paper • 2405.15032 • Published May 23 • 26

Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation

Paper • 2404.19752 • Published Apr 30 • 22

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20 • 45