Search Results for author: Zijian Jin

Found 5 papers, 0 papers with code

Neuralizing Regular Expressions for Slot Filling

no code implementations EMNLP 2021 Chengyue Jiang, Zijian Jin, Kewei Tu

Neural models and symbolic rules such as regular expressions have their respective merits and weaknesses.

slot-filling Slot Filling

CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs

no code implementations5 Jan 2024 Daoan Zhang, Junming Yang, Hanjia Lyu, Zijian Jin, Yuan YAO, Mingkai Chen, Jiebo Luo

When exploring the development of Artificial General Intelligence (AGI), a critical task for these models involves interpreting and processing information from multiple image inputs.

Image Comprehension Text Matching +1

An In-depth Survey of Large Language Model-based Artificial Intelligence Agents

no code implementations23 Sep 2023 Pengyu Zhao, Zijian Jin, Ning Cheng

Due to the powerful capabilities demonstrated by large language model (LLM), there has been a recent surge in efforts to integrate them with AI agents to enhance their performance.

Language Modelling Large Language Model

Logographic Information Aids Learning Better Representations for Natural Language Inference

no code implementations3 Nov 2022 Zijian Jin, Duygu Ataman

Statistical language models conventionally implement representation learning based on the contextual distribution of words or other formal units, whereas any information related to the logographic features of written text are often ignored, assuming they should be retrieved relying on the cooccurence statistics.

Natural Language Inference Representation Learning

Probing Script Knowledge from Pre-Trained Models

no code implementations16 Apr 2022 Zijian Jin, Xingyu Zhang, Mo Yu, Lifu Huang

Script knowledge is critical for humans to understand the broad daily tasks and routine activities in the world.

Story Generation

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