Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models
Paper • 2505.19616 • Published • 1
UC Davis
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luisrui
authored a
paper 3 months ago
Muhao
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Muhao
authored 15
papers almost 2 years ago
mDPO: Conditional Preference Optimization for Multimodal Large Language Models
Paper • 2406.11839 • Published • 40
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
Paper • 2212.10784 • Published • 1
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
Paper • 2305.14710 • Published • 3
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
Paper • 2308.03279 • Published • 24
Software Entity Recognition with Noise-Robust Learning
Paper • 2308.10564 • Published • 1
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
Paper • 2211.01562 • Published • 1
Parameter-Efficient Tuning with Special Token Adaptation
Paper • 2210.04382 • Published • 2
On the Exploitability of Reinforcement Learning with Human Feedback for Large Language Models
Paper • 2311.09641 • Published • 1
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
Paper • 2310.04451 • Published • 1
Instructional Fingerprinting of Large Language Models
Paper • 2401.12255 • Published • 2
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
Paper • 2406.09411 • Published • 19
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding
Paper • 2310.14478 • Published • 2
Rethinking Tabular Data Understanding with Large Language Models
Paper • 2312.16702 • Published • 5
Contrastive Instruction Tuning
Paper • 2402.11138 • Published • 2
Fast and Accurate Network Embeddings via Very Sparse Random Projection
Paper • 1908.11512 • Published • 2