Search Results for author: Jing Zheng

Found 9 papers, 2 papers with code

AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation

no code implementations26 Dec 2023 Junjie Wang, Yicheng Chen, Wangshu Zhang, Sen Hu, Teng Xu, Jing Zheng

In the second stage, we distill the knowledge from the existing teacher adapters into the student adapter to help its inference.

Knowledge Distillation Retrieval

From Beginner to Expert: Modeling Medical Knowledge into General LLMs

no code implementations2 Dec 2023 Qiang Li, Xiaoyan Yang, Haowen Wang, Qin Wang, Lei Liu, Junjie Wang, Yang Zhang, Mingyuan Chu, Sen Hu, Yicheng Chen, Yue Shen, Cong Fan, Wangshu Zhang, Teng Xu, Jinjie Gu, Jing Zheng, Guannan Zhang Ant Group

(3) Specifically for multi-choice questions in the medical domain, we propose a novel Verification-of-Choice approach for prompting engineering, which significantly enhances the reasoning ability of LLMs.

Language Modelling Large Language Model +3

Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

1 code implementation6 Oct 2023 Yinger Zhang, Hui Cai, Xeirui Song, Yicheng Chen, Rui Sun, Jing Zheng

While enabling large language models to implement function calling (known as APIs) can greatly enhance the performance of Large Language Models (LLMs), function calling is still a challenging task due to the complicated relations between different APIs, especially in a context-learning setting without fine-tuning.

Contextual Font Recommendations based on User Intent

no code implementations14 Jun 2023 Sanat Sharma, Jayant Kumar, Jing Zheng, Tracy Holloway King

Adobe Fonts has a rich library of over 20, 000 unique fonts that Adobe users utilize for creating graphics, posters, composites etc.

R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling

1 code implementation ACL 2021 Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo

Human language understanding operates at multiple levels of granularity (e. g., words, phrases, and sentences) with increasing levels of abstraction that can be hierarchically combined.

Language Modelling

Reranking Machine Translation Hypotheses with Structured and Web-based Language Models

no code implementations25 Apr 2021 Wen Wang, Andreas Stolcke, Jing Zheng

In this paper, we investigate the use of linguistically motivated and computationally efficient structured language models for reranking N-best hypotheses in a statistical machine translation system.

Language Modelling Machine Translation +2

Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution

no code implementations ICCV 2021 Huimin Huang, Lanfen Lin, Yue Zhang, Yingying Xu, Jing Zheng, Xiongwei Mao, Xiaohan Qian, Zhiyi Peng, Jianying Zhou, Yen-Wei Chen, Ruofeng Tong

Semi-supervised learning (SSL) algorithms have attracted much attentions in medical image segmentation by leveraging unlabeled data, which challenge in acquiring massive pixel-wise annotated samples.

Boundary Detection Image Segmentation +5

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