Update README.md

README.md

@@ -16,7 +16,54 @@ It achieves the following results on the evaluation set:
 - F1 Score: 0.686
 
 ## Model description
-More information needed
+The model takes procurement descriptions written in any of [104 languages](https://github.com/google-research/bert/blob/master/multilingual.md#list-of-languages) and classifies into 45 sector classes represented by [CPV(Common Procurement Vocabulary)](https://simap.ted.europa.eu/en_GB/web/simap/cpv) codes
+
+ | Administration, defence and social security services. 👮‍♀️ |
+ | Agricultural machinery. 🚜 |
+ | Agricultural, farming, fishing, forestry and related products. 🌾 |
+ | Agricultural, forestry, horticultural, aquacultural and apicultural services. 👨🏿‍🌾 |
+ | Architectural, construction, engineering and inspection services. 👷‍♂️ |
+ | Business services: law, marketing, consulting, recruitment, printing and security. 👩‍💼 |
+ | Chemical products. 🧪 |
+ | Clothing, footwear, luggage articles and accessories. 👖 |
+ | Collected and purified water. 🌊 |
+ | Construction structures and materials; auxiliary products to construction (excepts electric apparatus). 🧱 |
+ | Construction work. 🏗️ |
+ | Education and training services. 👩🏿‍🏫 |
+ | Electrical machinery, apparatus, equipment and consumables; Lighting. ⚡ |
+ | Financial and insurance services. 👨‍💼 |
+ | Food, beverages, tobacco and related products. 🍽️ |
+ | Furniture (incl. office furniture), furnishings, domestic appliances (excl. lighting) and cleaning products. 🗄️ |
+ | Health and social work services. 👨🏽‍⚕️ |
+ | Hotel, restaurant and retail trade services. 🏨 |
+ | IT services: consulting, software development, Internet and support. 🖥️ |
+ | Industrial machinery. 🏭 |
+ | Installation services (except software). 🛠️ |
+ | Laboratory, optical and precision equipments (excl. glasses). 🔬 |
+ | Leather and textile fabrics, plastic and rubber materials. 🧵 |
+ | Machinery for mining, quarrying, construction equipment. ⛏️ |
+ | Medical equipments, pharmaceuticals and personal care products. 💉 |
+ | Mining, basic metals and related products. ⚙️ |
+ | Musical instruments, sport goods, games, toys, handicraft, art materials and accessories. 🎸 |
+ | Office and computing machinery, equipment and supplies except furniture and software packages. 🖨️ |
+ | Other community, social and personal services. 🧑🏽‍🤝‍🧑🏽 |
+ | Petroleum products, fuel, electricity and other sources of energy. 🔋 |
+ | Postal and telecommunications services. 📶 |
+ | Printed matter and related products. 📰 |
+ | Public utilities. ⛲ |
+ | Radio, television, communication, telecommunication and related equipment. 📡 |
+ | Real estate services. 🏠 |
+ | Recreational, cultural and sporting services. 🚴 |
+ | Repair and maintenance services. 🔧 |
+ | Research and development services and related consultancy services. 👩‍🔬 |
+ | Security, fire-fighting, police and defence equipment. 🧯 |
+ | Services related to the oil and gas industry. ⛽ |
+ | Sewage-, refuse-, cleaning-, and environmental services. 🧹 |
+ | Software package and information systems. 🔣 |
+ | Supporting and auxiliary transport services; travel agencies services. 🚃 |
+ | Transport equipment and auxiliary products to transportation. 🚌 |
+ | Transport services (excl. Waste transport). 💺
+
 ## Intended uses & limitations
 More information needed
 ## Training and evaluation data