The LLM Emoji Dataset is a comprehensive collection of enriched semantic descriptions for emojis, generated using Meta AI's Llama-3-8B model. This dataset aims to provide semantic context for each emoji, enhancing their usability in various NLP applications, especially those requiring semantic search.

Apr 22, 2022 · [D] What is a good emoji aware pre-trained language model? I am classifying social media posts (facebook, instagram), with emojis being upwards of 100% of content. For example, you may want to tag "🤮🤮🤮" as in need for moderation, and "🤔🤔🤔" as prioritized for a response.

We analyze six LLM models on this benchmark dataset to evaluate their emoji recommendation and semantics preservation capabilities across the five downstream tasks, as shown in Table V. The results are obtained using three prompting approaches: zero-shot, few-shot, and conditional recommendation.

In this repository, we present the code that we used to train our representations of emoji, the training data we used to do so, and several tools for analyzing the performance of the vectors trained.

Feb 16, 2024 · In this section, we conduct a qualitative study on the LLM explanation of emoji universal semantics without any given context, and then we probe the ChatGPT understandings in two different language and culture settings: the English context and the Chinese context.

Nov 3, 2023 · To this end, we synthesize a large text-emoji parallel corpus, Text2Emoji, from a large language model. Based on the parallel corpus, we distill a sequence-to-sequence model, EmojiLM, which is specialized in the text-emoji bidirectional translation.

The LLM Emoji Dataset is a comprehensive collection of enriched semantic descriptions for emojis, generated using Meta AI's Llama-3-8B model. This dataset aims to provide semantic context for each emoji, enhancing their usability in various NLP applications, especially those requiring context-aware searches.

6 hours ago · 係咪覺得Emoji係人類語言其中一部份 次次睇到都覺得好似同個廢老傾緊計咁 ... 係咪覺得Emoji係人類語言其中一部份 次次睇到都覺得好似同個廢老傾緊計咁. 點解AI LLM咁鐘意加啲Emoji喺啲回覆入面 ...

GPT-2, developed by OpenAI, is renowned for its large-scale architecture and versatile language generation capabilities. Given the nuanced nature of emoji generation, GPT-2's pre-trained language understanding was deemed suitable for capturing complex relationships between text and associated emojis.

Aug 30, 2024 · Prompting via emojis is a communication technique that uses emojis to convey ideas, instructions, or stories. Instead of relying solely on text, this method leverages visual symbols to represent concepts, actions, or emotions, making the message more engaging and often easier to understand at a glance.