method ID: composition

Related Papers

Recursive Subtree Composition in LSTM-Based Dependency Parsing

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractThe need for tree structure modelling on top of sequence modelling is an open issue in neural dependency parsing. We investigate the impact of adding a tree layer on top …...

22125

AMR Parsing via Graph-Sequence Iterative Inference

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWe propose a new end-to-end model that treats AMR parsing as a series of dual decisions on the input sequence and the incrementally constructed graph. At each time step, our …...

38219

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractMultilingual pre-trained language models, such as mBERT and XLM-R, have shown impressive cross-lingual ability. Surprisingly, both of them use multilingual masked language model (MLM) without any cross-lingual supervision or aligned …...

39059

ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractNowadays, pretrained language models (PLMs) have dominated the majority of NLP tasks. While, little research has been conducted on systematically evaluating the language abilities of PLMs. In this paper, we …...

21156