Pan Lu @ UCLA | DeepAI

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∙ 07/20/2023

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

Recent advances in large language models (LLMs) have demonstrated notabl...

0 Xiaoxuan Wang, et al. ∙

∙ 05/21/2023

TheoremQA: A Theorem-driven Question Answering dataset

The recent LLMs like GPT-4 and PaLM-2 have made tremendous progress in s...

0 Wenhu Chen, et al. ∙

∙ 05/02/2023

Multimodal Procedural Planning via Dual Text-Image Prompting

Embodied agents have achieved prominent performance in following human i...

5 Yujie Lu, et al. ∙

∙ 04/28/2023

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

How to efficiently transform large language models (LLMs) into instructi...

1 Peng Gao, et al. ∙

∙ 03/28/2023

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

We present LLaMA-Adapter, a lightweight adaption method to efficiently f...

1 Renrui Zhang, et al. ∙

∙ 12/20/2022

A Survey of Deep Learning for Mathematical Reasoning

Mathematical reasoning is a fundamental aspect of human intelligence and...

12 Pan Lu @ UCLA, et al. ∙

∙ 12/06/2022

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Geometry problem solving is a well-recognized testbed for evaluating the...

18 Jiaqi Chen, et al. ∙

∙ 10/31/2022

Lila: A Unified Benchmark for Mathematical Reasoning

Mathematical reasoning skills are essential for general-purpose intellig...

15 Swaroop Mishra, et al. ∙

∙ 09/20/2022

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

When answering a question, humans utilize the information available acro...

73 Pan Lu @ UCLA, et al. ∙

∙ 03/09/2022

Triangular Character Animation Sampling with Motion, Emotion, and Relation

Dramatic progress has been made in animating individual characters. Howe...

3 Yizhou Zhao, et al. ∙

∙ 12/12/2021

ValueNet: A New Dataset for Human Value Driven Dialogue System

Building a socially intelligent agent involves many challenges, one of w...

9 Liang Qiu, et al. ∙

∙ 10/25/2021

IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning

Current visual question answering (VQA) tasks mainly consider answering ...

2 Pan Lu @ UCLA, et al. ∙

∙ 05/10/2021

Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning

Geometry problem solving has attracted much attention in the NLP communi...

13 Pan Lu @ UCLA, et al. ∙

∙ 03/12/2021

Towards Socially Intelligent Agents with Mental State Transition and Human Utility

Building a socially intelligent agent involves many challenges, one of w...

10 Liang Qiu, et al. ∙

∙ 12/13/2018

Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering

Learning effective fusion of multi-modality features is at the heart of ...

0 Gao Peng, et al. ∙

∙ 08/08/2018

Question-Guided Hybrid Convolution for Visual Question Answering

In this paper, we propose a novel Question-Guided Hybrid Convolution (QG...

0 Peng Gao, et al. ∙

∙ 05/24/2018

R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering

Recently, Visual Question Answering (VQA) has emerged as one of the most...

0 Pan Lu @ UCLA, et al. ∙

∙ 11/18/2017

Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering

Recently, the Visual Question Answering (VQA) task has gained increasing...

0 Pan Lu @ UCLA, et al. ∙

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