Ziyu Yao | DeepAI

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∙ 08/08/2023

Gentopia: A Collaborative Platform for Tool-Augmented LLMs

Augmented Language Models (ALMs) empower large language models with the ...

0 Binfeng Xu, et al. ∙

∙ 05/27/2023

Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques

Compositional and domain generalization present significant challenges i...

0 Daking Rai, et al. ∙

∙ 05/22/2023

MAILEX: Email Event and Argument Extraction

In this work, we present the first dataset, , for performing event extra...

0 Saurabh Srivastava, et al. ∙

∙ 05/14/2023

Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing

Interactive semantic parsing based on natural language (NL) feedback, wh...

0 Hao Yan, et al. ∙

∙ 03/15/2023

PoseRAC: Pose Saliency Transformer for Repetitive Action Counting

This paper presents a significant contribution to the field of repetitiv...

0 Ziyu Yao, et al. ∙

∙ 01/25/2023

Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)

While large language models (LLMs) have demonstrated strong capability i...

0 Daking Rai, et al. ∙

∙ 03/16/2022

Synthetic Question Value Estimation for Domain Adaptation of Question Answering

Synthesizing QA pairs with a question generator (QG) on the target domai...

3 Xiang Yue, et al. ∙

∙ 01/28/2021

Learning Structural Edits via Incremental Tree Transformations

While most neural generative models generate outputs in a single pass, t...

10 Ziyu Yao, et al. ∙

∙ 10/30/2020

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

Clinical question answering (QA) aims to automatically answer questions ...

10 Xiang Yue, et al. ∙

∙ 05/02/2020

An Imitation Game for Learning Semantic Parsers from User Interaction

Despite the widely successful applications, bootstrapping and fine-tunin...

13 Ziyu Yao, et al. ∙

∙ 10/11/2019

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

As a promising paradigm, interactive semantic parsing has shown to impro...

0 Ziyu Yao, et al. ∙

∙ 07/29/2019

Reinforced Dynamic Reasoning for Conversational Question Generation

This paper investigates a new task named Conversational Question Generat...

4 Boyuan Pan, et al. ∙

∙ 03/13/2019

CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning

To accelerate software development, much research has been performed to ...

0 Ziyu Yao, et al. ∙

∙ 08/21/2018

Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning

Given a text description, most existing semantic parsers synthesize a pr...

0 Ziyu Yao, et al. ∙

∙ 03/26/2018

StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow

Stack Overflow (SO) has been a great source of natural language question...

0 Ziyu Yao, et al. ∙

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