Search Results for author: Jiarui Yao

Found 5 papers, 3 papers with code

Annotating Temporal Dependency Graphs via Crowdsourcing

no code implementations EMNLP 2020 Jiarui Yao, Haoling Qiu, Bonan Min, Nianwen Xue

We present the construction of a corpus of 500 Wikinews articles annotated with temporal dependency graphs (TDGs) that can be used to train systems to understand temporal relations in text.

Modal Dependency Parsing via Language Model Priming

1 code implementation NAACL 2022 Jiarui Yao, Nianwen Xue, Bonan Min

The task of modal dependency parsing aims to parse a text into its modal dependency structure, which is a representation for the factuality of events in the text.

Dependency Parsing Language Modelling

Robust Offline Reinforcement Learning -- Certify the Confidence Interval

no code implementations28 Sep 2023 Jiarui Yao, Simon Shaolei Du

Currently, reinforcement learning (RL), especially deep RL, has received more and more attention in the research area.

reinforcement-learning Reinforcement Learning (RL)

Factuality Assessment as Modal Dependency Parsing

1 code implementation ACL 2021 Jiarui Yao, Haoling Qiu, Jin Zhao, Bonan Min, Nianwen Xue

In this paper, we frame factuality assessment as a modal dependency parsing task that identifies the events and their sources, formally known as conceivers, and then determine the level of certainty that the sources are asserting with respect to the events.

Dependency Parsing Fact Checking

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