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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 ...
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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...
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05/22/2023
MAILEX: Email Event and Argument Extraction
In this work, we present the first dataset, , for performing event extra...
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05/14/2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing
Interactive semantic parsing based on natural language (NL) feedback, wh...
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03/15/2023
PoseRAC: Pose Saliency Transformer for Repetitive Action Counting
This paper presents a significant contribution to the field of repetitiv...
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01/25/2023
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)
While large language models (LLMs) have demonstrated strong capability i...
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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...
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01/28/2021
Learning Structural Edits via Incremental Tree Transformations
While most neural generative models generate outputs in a single pass, t...
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10/30/2020
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering
Clinical question answering (QA) aims to automatically answer questions ...
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05/02/2020
An Imitation Game for Learning Semantic Parsers from User Interaction
Despite the widely successful applications, bootstrapping and fine-tunin...
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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...
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07/29/2019
Reinforced Dynamic Reasoning for Conversational Question Generation
This paper investigates a new task named Conversational Question Generat...
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03/13/2019
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning
To accelerate software development, much research has been performed to ...
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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...
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03/26/2018