Search Results for author: Yimeng Zhuang

Found 6 papers, 0 papers with code

Long-range Sequence Modeling with Predictable Sparse Attention

no code implementations ACL 2022 Yimeng Zhuang, Jing Zhang, Mei Tu

(2) A sparse attention matrix estimation module, which predicts dominant elements of an attention matrix based on the output of the previous hidden state cross module.

Math

TA-MAMC at SemEval-2021 Task 4: Task-adaptive Pretraining and Multi-head Attention for Abstract Meaning Reading Comprehension

no code implementations SEMEVAL 2021 Jing Zhang, Yimeng Zhuang, Yinpei Su

This paper describes our system used in the SemEval-2021 Task4 Reading Comprehension of Abstract Meaning, achieving 1st for subtask 1 and 2nd for subtask 2 on the leaderboard.

Contrastive Learning Multiple-choice +2

LIT Team's System Description for Japanese-Chinese Machine Translation Task in IWSLT 2020

no code implementations WS 2020 Yimeng Zhuang, Yuan Zhang, Lijie Wang

This paper describes the LIT Team{'}s submission to the IWSLT2020 open domain translation task, focusing primarily on Japanese-to-Chinese translation direction.

Machine Translation Translation +1

Token-level Dynamic Self-Attention Network for Multi-Passage Reading Comprehension

no code implementations ACL 2019 Yimeng Zhuang, Huadong Wang

Multi-passage reading comprehension requires the ability to combine cross-passage information and reason over multiple passages to infer the answer.

Reading Comprehension

Quantifying Context Overlap for Training Word Embeddings

no code implementations EMNLP 2018 Yimeng Zhuang, Jinghui Xie, Yinhe Zheng, Xuan Zhu

Most models for learning word embeddings are trained based on the context information of words, more precisely first order co-occurrence relations.

Dimensionality Reduction Language Modelling +3

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