deshanksuman/finetuned-WSD-deepseek-8b-Instruct_fews_semcor

This model specializes in Word Sense Disambiguation (WSD) for English.
It was developed by fine-tuning the deepseek-ai/DeepSeek-R1-Distill-Llama-8B

Developed by Deshan Sumanathikaka.

Model Details

Model Description

The model aims to assign the correct sense (meaning) to ambiguous English words based on their context.
It is a fine-tuned version of the 8B-parameter DeepSeek-R1-Distill-Llama model.

• Developed by: Deshan Sumanathikaka
• Shared by: Deshan Sumanathikaka
• Model type: Causal Language Model (Fine-tuned for WSD)
• Language(s): English
• License: Apache 2.0
• Finetuned from: deepseek-ai/DeepSeek-R1-Distill-Llama-8B

Uses

Direct Use

• Word Sense Disambiguation (WSD) tasks in English.
• Enhancing semantic search, machine translation, intelligent tutoring systems.

Downstream Use

• Domain-specific disambiguation (e.g., medical, legal, technical English).
• Plugging into conversational agents and knowledge systems.

Training Data

• Dataset: deshanksuman/WSD_DATASET_FEWS_SEMCOR
• Description: Annotated sentences labeled with word senses from FEWS and SEMCOR corpora.

More Information

• For collaboration or queries, contact the developer.

Model Card Authors

• Deshan Sumanathikaka

Model Card Contact

• Email: [[email protected]]
• Hugging Face Profile: DeshanSumanathikaka