Ryan Xu

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upvoted a paper 5 days ago

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Paper • 2402.00159 • Published Jan 31 • 56

upvoted 5 papers 17 days ago

An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks

Paper • 2210.16773 • Published Oct 30, 2022 • 1

Structured Packing in LLM Training Improves Long Context Utilization

Paper • 2312.17296 • Published Dec 28, 2023 • 1

A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression

Paper • 2406.11430 • Published Jun 17 • 22

Analysing The Impact of Sequence Composition on Language Model Pre-Training

Paper • 2402.13991 • Published Feb 21 • 1

The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models

Paper • 2404.05904 • Published Apr 8 • 5

upvoted 2 papers 18 days ago

ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation

Paper • 2407.06135 • Published 18 days ago • 19

LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages

Paper • 2407.05975 • Published 18 days ago • 32

upvoted 2 papers 25 days ago

Scaling Synthetic Data Creation with 1,000,000,000 Personas

Paper • 2406.20094 • Published 28 days ago • 84

HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Paper • 2406.19280 • Published 29 days ago • 56

upvoted 2 papers 30 days ago

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

Paper • 2406.16860 • Published Jun 24 • 53

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

Paper • 2406.17557 • Published Jun 25 • 75

upvoted 34 papers about 1 month ago

Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges

Paper • 2406.12624 • Published Jun 18 • 35

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Paper • 2406.15319 • Published Jun 21 • 57

IRASim: Learning Interactive Real-Robot Action Simulators

Paper • 2406.14540 • Published Jun 20 • 6

VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models

Paper • 2406.16338 • Published Jun 24 • 23

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

Paper • 2406.15877 • Published Jun 22 • 43

PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents

Paper • 2406.13923 • Published Jun 20 • 21

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs

Paper • 2406.14544 • Published Jun 20 • 34

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20 • 78

DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning

Paper • 2406.11896 • Published Jun 14 • 18

Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities

Paper • 2406.14562 • Published Jun 20 • 27

MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding

Paper • 2406.14515 • Published Jun 20 • 29

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI

Paper • 2406.12753 • Published Jun 18 • 14

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning

Paper • 2406.12050 • Published Jun 17 • 10

WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences

Paper • 2406.11069 • Published Jun 16 • 12

MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs

Paper • 2406.11833 • Published Jun 17 • 61

Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning

Paper • 2406.12742 • Published Jun 18 • 14

AgileCoder: Dynamic Collaborative Agents for Software Development based on Agile Methodology

Paper • 2406.11912 • Published Jun 16 • 25

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Paper • 2406.12793 • Published Jun 18 • 30

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Paper • 2406.11931 • Published Jun 17 • 54

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation

Paper • 2406.09961 • Published Jun 14 • 54

GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices

Paper • 2406.08451 • Published Jun 12 • 23

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text

Paper • 2406.08418 • Published Jun 12 • 28

Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Paper • 2406.06592 • Published Jun 5 • 17

Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models

Paper • 2406.06563 • Published Jun 3 • 17

The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6 • 48

Are We Done with MMLU?

Paper • 2406.04127 • Published Jun 6 • 36

HelpSteer2: Open-source dataset for training top-performing reward models

Paper • 2406.08673 • Published Jun 12 • 14

Proofread: Fixes All Errors with One Tap

Paper • 2406.04523 • Published Jun 6 • 12

Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning

Paper • 2406.06469 • Published Jun 10 • 22

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Paper • 2406.08407 • Published Jun 12 • 24

Needle In A Multimodal Haystack

Paper • 2406.07230 • Published Jun 11 • 52

mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus

Paper • 2406.08707 • Published Jun 13 • 14

Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models

Paper • 2406.09403 • Published Jun 13 • 18

Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Paper • 2406.09170 • Published Jun 13 • 24

upvoted 11 papers about 2 months ago

Boosting Large-scale Parallel Training Efficiency with C4: A Communication-Driven Approach

Paper • 2406.04594 • Published Jun 7 • 4

GenAI Arena: An Open Evaluation Platform for Generative Models

Paper • 2406.04485 • Published Jun 6 • 19

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

Paper • 2406.04770 • Published Jun 7 • 24

Mixture-of-Agents Enhances Large Language Model Capabilities

Paper • 2406.04692 • Published Jun 7 • 50

Vript: A Video Is Worth Thousands of Words

Paper • 2406.06040 • Published Jun 10 • 19

Xmodel-LM Technical Report

Paper • 2406.02856 • Published Jun 5 • 7

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Paper • 2406.01014 • Published Jun 3 • 29

Parrot: Multilingual Visual Instruction Tuning

Paper • 2406.02539 • Published Jun 4 • 35

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Paper • 2406.04151 • Published Jun 6 • 14

Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Paper • 2406.04271 • Published Jun 6 • 27

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Paper • 2406.04325 • Published Jun 6 • 69

upvoted 3 papers 3 months ago

RULER: What's the Real Context Size of Your Long-Context Language Models?

Paper • 2404.06654 • Published Apr 9 • 32

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

Paper • 2404.07413 • Published Apr 11 • 32

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Paper • 2404.07972 • Published Apr 11 • 41