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Revdict_1Cademy

General

This repo is to describe our experiments and store our codes to proceed with the Reverse Dictionary Task, which is one of the two tracks of SemEval 2022 Task 1.

Our Paper has been submitted to the SemEval2022 on Feb 28th 2022, and has been accepted.

The link to the camera-ready version of our paper: 1Cademy at SemEval-2022 Task 1

The slides to demonstrate our paper: SemEval2022_slides

All our models' codes are adapted from and inspired by organizers' baseline code.
We want to express our thanks to the organizers here again for their effort.

Links to different versions of our code.

Monolingual

Our RNN-based Monolingual Model

Our BiRNN-based Monolingual Model

Our LSTM-based Monolingual Model

Our Elmo-based Monolingual Model

Our Transformer-based Monolingual Model

Multilingual

Transformer-based

Our Transformer-based Multilingual Model

Our Transformer-based Multilingual Model(RC)

Our Transformer-based Multilingual Model(ALT)

Our Transformer-based Multilingual Model(RC+ALT)

Elmo-based

Our Elmo-based Multilingual Model

Our Elmo-based Multilingual Model(ALT)

Multitask

Our ELMO-based Monolingual Multitask model with DWA optimization

Others

Tokenizers that we have used in the experiments

Other Python codes that we have used in the experiments

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