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angelxuanchang committed Jan 4, 2025
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Expand Up @@ -6,6 +6,39 @@ caption: "1928 woodcut by M. C. Escher showing the Tower of Babel."
title: "Projects from previous terms"
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# Spring 2024 Final Projects
* Toxic Text Classification
* Real-time live caption Speech2text Finetuning on LJ Speech Dataset
* Typologically Diverse Morphological Inflection
* Hotel Recommendation System
* Predicting Type Annotations
* Combating Misinformation with BERT
* Cross-Lingual Text Summarization with PEFT
* Re-Implementing Folksonomication: Predicting Tags for Movies from Plot Synposes using Emotion Flow Encoded Neural Network
* Enhancing Emotion Analysis in Text using NLP Techniques
* Fine-tuning Distilled Large Language Models for Medical Question Answering
* Question Generation for Academic Papers
* Infinite Craft Lite: Using Word Embeddings and Potentially Attention to Recreate Infinite Craft
* Identifying the presense of Intended Sarcasm Detection In English Text
* GraphVQA: Language-Guided Graph Neural Networks for Scene Graph Question Answering
* A Novel Natural-Language Processing Based Screening Tool for Depression in Text-based Conversational Data
* Clickbait Detection on Reddit: A Machine Learning Approach
* A Conversational Approach to Movie Recommendations
* Comparing Natural Language Inference Performance on Modern Models using Gemma, Llama, and GPT 2.0
* Leveraging Large Language Models to Improve Zero-shot Visual Classification
* Adversarial suffix tuning for jailbreak attacks against large language models
* Universal Dependencies Visualization
* French to English Translation Model
* alla breve: prompt based small frame music sample generation​
* Automating Financial Journalism: Natural Language Generation via Transformers
* Github Issues Model
* Semantic Synthesis - Recreating and Enhancing “Infinite Craft”
* Toxic Comment Classification
* Objective Sentiment Analysis on Amazon Reviews using Language Models
* Violence Detection in Textual Data with SafetyNet
* Toxic Comment Classification
* Reddit Comment Popularity

# Spring 2023 Final Projects
* MIND News Recommendation System with OpenAI’s Pre-trained embeddings
* English and Japanese Machine Translator
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