Summary: This a is non-exhaustive list of references for this component.
Table of Contents
Inclusion criteria (all of):
- It is about Question Answering (Non-Task-Oriented Dialogue) systems
- It uses RL
- It uses an end-to-end Downstream Task
- Use of text as context (Corpus-based QA)
Exclusion criteria (any of):
- It is about Task-Oriented Dialogue (TOD) systems
- It uses Supervised Learning
- It uses a pipeline Downstream Task
- Use of images (or video) as context (Image-based QA)
2016
2017
- Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
- Task-Oriented Query Reformulation with Reinforcement Learning
Inclusion criteria (all of):
- It is about Question Answering (Non-Task-Oriented Dialogue) systems
- It uses RL
- It uses an end-to-end Downstream Task
- Use of images (or video) as context (Image-based QA)
Exclusion criteria (any of):
- It is about Task-Oriented Dialogue (TOD) systems
- It uses Supervised Learning
- It uses a pipeline Downstream Task
- Use of text as context (Corpus-based QA)
2017
2018
- Ask the Right Questions: Active Question Reformulation with Reinforcement Learning
- Embodied Question Answering
- Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments
- IQA: Visual Question Answering in Interactive Environments
2019
- Improving Generative Visual Dialog by Answering Diverse Questions
- Neural Modular Control for Embodied Question Answering
- Multi-Target Embodied Question Answering
2022
2021