This project focuses on automatic image caption generation, leveraging advanced deep learning techniques to create descriptive captions for images. The Jupyter Notebook provided in the repository demonstrates the implementation of a neural network model designed to analyze and interpret the content of images.

Interpretability for sequence generation models 🐛 🔍

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

This repository collects an extensive list of awesome papers about Story Generation / Storytelling, primarily focusing on the era of Large Language Models (LLMs).

TasteRank: Personalized Image Search and Recommendation. This research project proposes an AI-based method for scoring photos on relevance to user interests. TasteRank leverages language and vision models, including Mistral LLMs and OpenAI’s CLIP, and applies multimodal machine-learning techniques.

A Survey on Automatic Generation of Figurative Language: From Rule-based Systems to Large Language Models (ACM Computing Surveys)

GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? (LREC-COLING2024 code+data)

Code for our ACL (Findings) Paper - Fingerprinting Fine-tuned Language Models in the wild.

Procedural generation for constructed language

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

An inference-time framework for code-generation tasks, pairing content-planning ("whiteboarding") with simulated collaboration from peer LLMs ("team-refine").

This repository shows the work of "Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation (ACL 2023 Findings)"

This project has been created to make AI accessible and easy for everyone. Whether you are a beginner with no prior experience or an experienced developer, this starter kit is designed to help you incorporate AI into your apps quickly and easily.

Script Buddy v2 is a film script text generation tool built using film scripts from the world's most popular film scripts and GPT2.

Hit your word count by using BERT to pad out your essays!

PaL: Program-Aided Language Models (ICML 2023)

Blip Image Captioning + GPT-2 Happy Model: Generate joyful responses to image captions using state-of-the-art NLP and computer vision. Pretrained models and data preprocessing included for seamless integration. Explore the intersection of deep learning, sentiment analysis, and language generation

A method to fix GPT-3 after deployment with user feedback, without re-training.

Multi-Figurative Language Generation (COLING 2022)

Benchmark for evaluating open-ended generation