Search Results for author: Minghuan Tan

Found 8 papers, 6 papers with code

Learning and Evaluating Chinese Idiom Embeddings

1 code implementation RANLP 2021 Minghuan Tan, Jing Jiang

We find that our method substantially outperforms existing methods on the evaluation dataset we have constructed.

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property

1 code implementation26 Feb 2024 Shiwen Ni, Minghuan Tan, Yuelin Bai, Fuqiang Niu, Min Yang, BoWen Zhang, Ruifeng Xu, Xiaojun Chen, Chengming Li, Xiping Hu, Ye Li, Jianping Fan

In this paper, we contribute a new benchmark, the first Multilingual-oriented quiZ on Intellectual Property (MoZIP), for the evaluation of LLMs in the IP domain.

Language Modelling Large Language Model +2

HiJoNLP at SemEval-2022 Task 2: Detecting Idiomaticity of Multiword Expressions using Multilingual Pretrained Language Models

1 code implementation SemEval (NAACL) 2022 Minghuan Tan

This paper describes an approach to detect idiomaticity only from the contextualized representation of a MWE over multilingual pretrained language models.

Task 2

One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code

no code implementations12 May 2022 Yong Dai, Duyu Tang, Liangxin Liu, Minghuan Tan, Cong Zhou, Jingquan Wang, Zhangyin Feng, Fan Zhang, Xueyu Hu, Shuming Shi

Moreover, our model supports self-supervised pretraining with the same sparsely activated way, resulting in better initialized parameters for different modalities.

Image Retrieval Retrieval

Investigating Math Word Problems using Pretrained Multilingual Language Models

1 code implementation19 May 2021 Minghuan Tan, Lei Wang, Lingxiao Jiang, Jing Jiang

In this paper, we revisit math word problems~(MWPs) from the cross-lingual and multilingual perspective.

Machine Translation Math +2

A BERT-based Dual Embedding Model for Chinese Idiom Prediction

1 code implementation COLING 2020 Minghuan Tan, Jing Jiang

Specifically, we first match the embedding of each candidate idiom with the hidden representation corresponding to the blank in the context.

Cloze Test

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