Search Results for author: MinJe Choi

Found 6 papers, 3 papers with code

Mysterious Projections: Multimodal LLMs Gain Domain-Specific Visual Capabilities Without Richer Cross-Modal Projections

no code implementations26 Feb 2024 Gaurav Verma, MinJe Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar

It is desirable to understand the roles of these two modules in modeling domain-specific visual attributes to inform the design of future models and streamline the interpretability efforts on the current models.

Language Modelling Large Language Model

MM-Soc: Benchmarking Multimodal Large Language Models in Social Media Platforms

no code implementations21 Feb 2024 Yiqiao Jin, MinJe Choi, Gaurav Verma, Jindong Wang, Srijan Kumar

Social media platforms are hubs for multimodal information exchange, encompassing text, images, and videos, making it challenging for machines to comprehend the information or emotions associated with interactions in online spaces.

Benchmarking Hate Speech Detection +1

Aligning with Whom? Large Language Models Have Gender and Racial Biases in Subjective NLP Tasks

1 code implementation16 Nov 2023 Huaman Sun, Jiaxin Pei, MinJe Choi, David Jurgens

We find that for both tasks, model predictions are closer to the labels from White and female participants.

Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark

1 code implementation24 May 2023 MinJe Choi, Jiaxin Pei, Sagar Kumar, Chang Shu, David Jurgens

Large language models (LLMs) have been shown to perform well at a variety of syntactic, discourse, and reasoning tasks.

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