Search Results for author: Jialiang Xu

Found 6 papers, 2 papers with code

InfoPattern: Unveiling Information Propagation Patterns in Social Media

no code implementations27 Nov 2023 Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek Abdelzaher, Heng Ji

Social media play a significant role in shaping public opinion and influencing ideological communities through information propagation.

Stance Detection

SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models

1 code implementation16 Nov 2023 Shicheng Liu, Jialiang Xu, Wesley Tjangnaka, Sina J. Semnani, Chen Jie Yu, Monica S. Lam

This paper presents the first conversational agent that supports the full generality of hybrid data access for large knowledge corpora, through a language we developed called SUQL (Structured and Unstructured Query Language).

Conversational Search In-Context Learning +1

LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space

no code implementations22 May 2023 Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek Abdelzaher, Heng Ji

As pre-training and fine-tuning are costly and might negatively impact model performance, it is desired to efficiently adapt an existing model to different conditions such as styles, sentiments or narratives, when facing different audiences or scenarios.

Language Modelling Word Embeddings

LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training

1 code implementation6 Dec 2022 Hongwei Han, Jialiang Xu, Mengyu Zhou, Yijia Shao, Shi Han, Dongmei Zhang

But current approaches to rich-number tasks with transformer-based language models abandon or lose some of the numeracy information - e. g., breaking numbers into sub-word tokens - which leads to many number-related errors.

Cannot find the paper you are looking for? You can Submit a new open access paper.