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Yapei Chang's Projects

advanced-nlp icon advanced-nlp

A collection of code written for UMass COMPSCI 685 Advanced Natural Language Processing.

booookscore icon booookscore

A package to generate summaries of long-form text and evaluate the coherence of these summaries. Official package for our ICLR 2024 paper, "BooookScore: A systematic exploration of book-length summarization in the era of LLMs".

deep-learning icon deep-learning

A collection of assignments completed for the Deep Learning specialization provided by deeplearning.ai on Coursera.

eli icon eli

Micro English Language Interpreter

hwr_lm icon hwr_lm

Honors thesis project: handwriting recognition using a language model during the decoding step.

java_exercises icon java_exercises

Some of the homework assignments completed for CSC212 Data Structures.

mmint icon mmint

An Eclipse-based workbench for INTeractive Model Management

rankgen icon rankgen

Official code and model checkpoints for our preprint "RankGen - Improving Text Generation with Large Ranking Models" (https://arxiv.org/abs/2205.09726).

reinforcement-learning icon reinforcement-learning

This repo contains assignments completed for the Reinforcement Learning Specialization provided by University of Alberta on Coursera.

relic-retrieval icon relic-retrieval

Official codebase accompanying our ACL 2022 paper "RELiC: Retrieving Evidence for Literary Claims" (https://openreview.net/forum?id=xcelRQScTjP).

tensorflow-in-practice icon tensorflow-in-practice

A collection of assignments completed for the Tensorflow in Practice specialization provided by deeplearning.ai on Coursera.

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