Jieyu Zhang

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authored a paper 10 months ago

Discovering Knowledge Deficiencies of Language Models on Massive Knowledge Base

Paper • 2503.23361 • Published Mar 30, 2025 • 5

authored 14 papers about 1 year ago

DataComp: In search of the next generation of multimodal datasets

Paper • 2304.14108 • Published Apr 27, 2023 • 2

Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias

Paper • 2306.15895 • Published Jun 28, 2023

SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality

Paper • 2306.14610 • Published Jun 26, 2023 • 1

Subclass-balancing Contrastive Learning for Long-tailed Recognition

Paper • 2306.15925 • Published Jun 28, 2023

WRENCH: A Comprehensive Benchmark for Weak Supervision

Paper • 2109.11377 • Published Sep 23, 2021

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 10

When to Learn What: Model-Adaptive Data Augmentation Curriculum

Paper • 2309.04747 • Published Sep 9, 2023

A Survey on Programmatic Weak Supervision

Paper • 2202.05433 • Published Feb 11, 2022

Training Language Model Agents without Modifying Language Models

Paper • 2402.11359 • Published Feb 17, 2024 • 2

m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks

Paper • 2403.11085 • Published Mar 17, 2024

DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17, 2024 • 55

Adaptive In-conversation Team Building for Language Model Agents

Paper • 2405.19425 • Published May 29, 2024

TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-Action

Paper • 2412.05479 • Published Dec 7, 2024

ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models

Paper • 2412.07012 • Published Dec 9, 2024 • 1

authored 2 papers over 1 year ago

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models

Paper • 2408.08872 • Published Aug 16, 2024 • 101

Task Me Anything

Paper • 2406.11775 • Published Jun 17, 2024 • 9

authored 2 papers over 2 years ago

EcoAssistant: Using LLM Assistant More Affordably and Accurately

Paper • 2310.03046 • Published Oct 3, 2023 • 6

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Paper • 2307.10635 • Published Jul 20, 2023 • 9