[HTML][HTML] Building custom NLP tools to annotate discourse-functional features for second language writing research: A tutorial

M Eguchi, K Kyle - Research Methods in Applied Linguistics, 2024 - Elsevier
The current tutorial paper describes a process of developing a custom natural language
processing model with a particular focus on a discourse annotation task. After an overview of …

Iterative document-level information extraction via imitation learning

Y Chen, W Gantt, W Gu, T Chen, AS White… - arXiv preprint arXiv …, 2022 - arxiv.org
We present a novel iterative extraction model, IterX, for extracting complex relations, or
templates (ie, N-tuples representing a mapping from named slots to spans of text) within a …

Iterative Decision Making in Structured Prediction

Y Chen - 2024 - jscholarship.library.jhu.edu
This thesis investigates structured prediction problems in natural language processing
through iterative decision-making, where a model (or agent) makes a sequence of decisions …

Comparing Features, Models and Training for Span-based Entity Extraction

S Lee - Annual Conference on Human and Language …, 2023 - koreascience.kr
개체 추출은 정보추출의 기초를 구성하는 태스크로, 관계 추출, 이벤트 추출 등 다양한 정보추출
태스크의 기반으로 중요하다. 최근에는 다중 레이블 개체와 중첩 개체를 다루기 위해 …