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rsvp's Introduction

RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training (EMNLP 2023 Findings)

Official implementation for our EMNLP 2023 Findings paper "RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training".

Setup

  • Build environment
pip3 install requirements.txt
  • Put data in data/

Run

  • Overall running command
python3 RSVP.py --train_path [train_data_path] --dev_path [dev/valid_data_path] --test_path [test_data_path] --label_map_path [label_map_path] --task [task_name]
  • For example, TwACS
python3 RSVP.py --train_path data/airlines_train.csv --dev_path data/airlines_valid.csv --test_path data/airlines_test.csv --label_map_path data/airline_label_map.pkl --task airline
  • The task include airline, woz, and sgd.

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