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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...
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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...
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05/02/2023
Multimodal Procedural Planning via Dual Text-Image Prompting
Embodied agents have achieved prominent performance in following human i...
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04/28/2023
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model
How to efficiently transform large language models (LLMs) into instructi...
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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...
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12/20/2022
A Survey of Deep Learning for Mathematical Reasoning
Mathematical reasoning is a fundamental aspect of human intelligence and...
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12/06/2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
Geometry problem solving is a well-recognized testbed for evaluating the...
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10/31/2022
Lila: A Unified Benchmark for Mathematical Reasoning
Mathematical reasoning skills are essential for general-purpose intellig...
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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...
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03/09/2022
Triangular Character Animation Sampling with Motion, Emotion, and Relation
Dramatic progress has been made in animating individual characters. Howe...
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12/12/2021
ValueNet: A New Dataset for Human Value Driven Dialogue System
Building a socially intelligent agent involves many challenges, one of w...
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10/25/2021
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning
Current visual question answering (VQA) tasks mainly consider answering ...
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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...
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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...
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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 ...
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08/08/2018
Question-Guided Hybrid Convolution for Visual Question Answering
In this paper, we propose a novel Question-Guided Hybrid Convolution (QG...
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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...
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11/18/2017