UC Davis

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ucdavis's activity

Muhao

authored 2 papers 9 months ago

CLIMB: A Benchmark of Clinical Bias in Large Language Models

Paper • 2407.05250 • Published Jul 7, 2024 • 2

mDPO: Conditional Preference Optimization for Multimodal Large Language Models

Paper • 2406.11839 • Published Jun 17, 2024 • 38

Muhao

authored 14 papers 10 months ago

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?

Paper • 2212.10784 • Published Dec 21, 2022

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models

Paper • 2305.14710 • Published May 24, 2023 • 2

UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition

Paper • 2308.03279 • Published Aug 7, 2023 • 22

Software Entity Recognition with Noise-Robust Learning

Paper • 2308.10564 • Published Aug 21, 2023

PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales

Paper • 2211.01562 • Published Nov 3, 2022

Parameter-Efficient Tuning with Special Token Adaptation

Paper • 2210.04382 • Published Oct 10, 2022 • 1

On the Exploitability of Reinforcement Learning with Human Feedback for Large Language Models

Paper • 2311.09641 • Published Nov 16, 2023

AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Paper • 2310.04451 • Published Oct 3, 2023

Instructional Fingerprinting of Large Language Models

Paper • 2401.12255 • Published Jan 21, 2024 • 1

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Paper • 2406.09411 • Published Jun 13, 2024 • 20

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding

Paper • 2310.14478 • Published Oct 23, 2023 • 1

Rethinking Tabular Data Understanding with Large Language Models

Paper • 2312.16702 • Published Dec 27, 2023 • 4

Contrastive Instruction Tuning

Paper • 2402.11138 • Published Feb 17, 2024

Fast and Accurate Network Embeddings via Very Sparse Random Projection

Paper • 1908.11512 • Published Aug 30, 2019 • 1