Xiulin's Projects
Modular implementation of an AM dependency parser in AllenNLP.
Tools and classes for converting between AM dependency trees and various graphbanks
This is the repo for Cross-lingual AMR Aligner, a novel aligner for Abstract Meaning Representation (AMR) graphs that can scale cross-lingually, presented at ACL 2023.
Code for our paper "Graph Pre-training for AMR Parsing and Generation" in ACL2022
This is the group project for the course Language Technology Project
Graph-based and Transition-based dependency parsers based on BiLSTMs
The code for my master's thesis Compositional DRS Parsing
Course project for Computational Corpus Linguistics
This is the project for the course Computational Semantics
This repo supports various cross-lingual transfer learning & multilingual NLP models.
This is my project for Option B Computational Linguistics
Scripts to evaluate scoped meaning representations
End-to-end Neural Coreference Resolution
GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package also contains the source for the mkcls tool which generates the word classes necessary for training some of the alignment models.
Repository for the Georgetown University Multilayer Corpus (GUM)
KenLM: Faster and Smaller Language Model Queries
A structurally comprehensive dataset of AMR-to-text alignments for coverage of a larger variety of linguistic phenomena, for research related to AMR parsing, generation, and evaluation.
Inference code for LLaMA models
This is my Corpus Linguistics project
This is a group project for the course Machine Learning.
Model parallel transformers in JAX and Haiku
Does multilingual BERT have a bias toward a word order compared with the monolingual one?
Software to Manipulate Different Flavors of Semantic Graphs
This repository includes the code for neural DRS parsing
This repository contains the code and dataset for the paper The Relative Clauses AMR Parsers Hate Mosts.