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1. PromptContrastiveDecoding PromptContrastiveDecoding Public

   Forked from ZurichNLP/ContraDecode

   Implementation of prompt-based contrastive decoding to reduce omission errors in low-resource machine translation with LLMs. Based on thesis work extending contrastive decoding to the prompt level.

   Jupyter Notebook

2. HallucinationDetection HallucinationDetection Public

   Detecting hallucinations in LLM-generated answers using cross-checking consistency across models. Implements and extends the SAC3 method to smaller open-source models.

   Jupyter Notebook

3. FinancialSummarizationLLMs FinancialSummarizationLLMs Public

   Fine-tuning small LLMs (Phi-3.5, LLaMA-3.2) with QLoRA for summarizing earnings call transcripts. Evaluated with ROUGE and BERTScore. Part of NLP for Finance coursework.

   Jupyter Notebook

4. ProfilingCreditRepairConsumerComplaints ProfilingCreditRepairConsumerComplaints Public

   Few-shot learning project classifying credit repair complaints by consumer knowledge level. Combines transformer embeddings, manual features, and multiple classifiers.

   Jupyter Notebook

5. IBMWatsonxGenAIChallenge IBMWatsonxGenAIChallenge Public

   IBM GenAI Challenge 2024 submission: Automated processing of customer-service emails using LLMs on IBM Watsonx. Delivered a real-world solution in a collaborative team setting.

   Jupyter Notebook

6. WordWizard WordWizard Public

   A multilingual crossword game for language learners. Supports 5 languages (A1–C1 CEFR levels). Built with Flask, JavaScript, and Three.js. Includes user auth, clue generation, and gamification.

   Python