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Yerong Li's Projects

kaggle-avazu icon kaggle-avazu

2nd place solution for Avazu click-through rate prediction competition

llava icon llava

[NeurIPS'23 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

llm-attacks icon llm-attacks

Universal and Transferable Attacks on Aligned Language Models

llmlingua icon llmlingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

lmedr icon lmedr

Code for AAAI 2023 paper 'Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues'

lm_personalinfoleak icon lm_personalinfoleak

The code and data for "Are Large Pre-Trained Language Models Leaking Your Personal Information?" (Findings of EMNLP '22)

longlm icon longlm

LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

lotclass icon lotclass

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mathverse icon mathverse

Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

mathvision icon mathvision

MATH-Vision dataset and code to measure Multimodal Mathematical Reasoning capabilities.

mathvista icon mathvista

MathVista: data, code, and evaluation for Mathematical Reasoning in Visual Contexts

mdp_tracking icon mdp_tracking

Learning to Track: Online Multi-Object Tracking by Decision Making

metagpt icon metagpt

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

mm_dst icon mm_dst

Code for the paper Multimodal Dialogue State Tracking (NAACL22)

multigen icon multigen

EMNLP2020 - Language Generation with Multi-hop Reasoning on Commonsense Knowledge Graph

netdissect icon netdissect

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

newgrad-2021 icon newgrad-2021

A collection of New Grad full time roles in SWE, Quant, and PM.

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