Search Results for author: Yuanfeng Song

Found 11 papers, 1 papers with code

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering

1 code implementation11 Aug 2018 Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu

In order to relieve burdens of software engineers without knowledge of Bayesian networks, Familia is able to conduct automatic parameter inference for a variety of topic models.

Topic Models

DAL: Dual Adversarial Learning for Dialogue Generation

no code implementations WS 2019 Shaobo Cui, Rongzhong Lian, Di Jiang, Yuanfeng Song, Siqi Bao, Yong Jiang

DAL is the first work to innovatively utilizes the duality between query generation and response generation to avoid safe responses and increase the diversity of the generated responses.

Dialogue Generation Response Generation

L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition

no code implementations25 Oct 2019 Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang

Modern Automatic Speech Recognition (ASR) systems primarily rely on scores from an Acoustic Model (AM) and a Language Model (LM) to rescore the N-best lists.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question

no code implementations4 Jan 2022 Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang

We first identify a new task named Speech-to-SQL, which aims to understand the information conveyed by human speech and directly translate it into structured query language (SQL) statements.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations

no code implementations29 Jul 2023 Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong

Since it is the task which has not been studied in the literature, we first build a benchmark dataset named Dial-NVBench, including dialogue sessions with a sequence of queries from a user and responses from the system.

Data Visualization Sentence

A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models

no code implementations24 Oct 2023 Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan, Qiang Yang

The springing up of Large Language Models (LLMs) has shifted the community from single-task-orientated natural language processing (NLP) research to a holistic end-to-end multi-task learning paradigm.

Multi-Task Learning Prompt Engineering

Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey

no code implementations27 Oct 2023 Weixu Zhang, Yifei Wang, Yuanfeng Song, Victor Junqiu Wei, Yuxing Tian, Yiyan Qi, Jonathan H. Chan, Raymond Chi-Wing Wong, Haiqin Yang

This survey presents a comprehensive overview of natural language interfaces for tabular data querying and visualization, which allow users to interact with data using natural language queries.

Data Interaction Data Visualization +3

On Leveraging Large Language Models for Enhancing Entity Resolution

no code implementations7 Jan 2024 Huahang Li, Longyu Feng, Shuangyin Li, Fei Hao, Chen Jason Zhang, Yuanfeng Song, Lei Chen

Entity resolution, the task of identifying and consolidating records that pertain to the same real-world entity, plays a pivotal role in various sectors such as e-commerce, healthcare, and law enforcement.

Entity Resolution

Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization

no code implementations29 Jan 2024 Shuaimin Li, Xuanang Chen, Yuanfeng Song, Yunze Song, Chen Zhang

Data visualization (DV) systems are increasingly recognized for their profound capability to uncover insights from vast datasets, gaining attention across both industry and academia.

Data Visualization In-Context Learning

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