InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models

• Authors: Juseon-Do, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura
• Paper Link: InstructCMP

InstructCMP Dataset

Dataset folder has the following structure:

InstructCMP
├── dataset folder
│   ├── Google
│   │   ├──google_test.jsonl
│   │   ├──google_valid.jsonl
│   │   └──google_train.jsonl
|   |
│   ├── Broadcast
│   │   └──broadcast_test.jsonl
|   |
│   ├── BNC
│   │   └──bnc_test.jsonl
|   |
│   └── DUC2004
│       └──duc2004_test.jsonl
|
├── src
│   ├── evaluate_utils
│   │   evaluate_functions.py
|   |
│   ├── inference_utils
│   │   └──functions.py
|   |
│   └── utils
|      └──templates.py
|
└── run.py

Models

Evaluation

The metrics used in this work are listed in evaluation_metrics. For each metric, we have steps.txt which presents the steps to setup and run the metric.

Contact

If you have any questions about this work, please contact Juseon-Do using the following email addresses: dojuseon@gmail.com or doju00@naver.com.