Xi Ye's starred repositories
KENLG-Reading
Author: Wenhao Yu (wyu1@nd.edu). ACM Computing Survey'22. Reading list for knowledge-enhanced text generation, with a survey.
task_oriented_dialogue_as_dataflow_synthesis
Code to reproduce experiments in the paper "Task-Oriented Dialogue as Dataflow Synthesis" (TACL 2020).
tensor2struct-public
Semantic parsers based on encoder-decoder framework
libsampling
A library of sampling algorithms
Meta-tuning
EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections
lattice-generation
Code for Massive-scale Decoding for Text Generation using Lattices
OoDAnalyzer
A web-based tool for analyzing out-of-distribution samples.
DescribeDistributionalDifferences
Code for preprint: Summarizing Differences between Text Distributions with Natural Language
text-sum-uncertainty
Code for "Understanding Neural Abstractive Summarization Models via Uncertainty" (EMNLP20)
TestSuiteEval
"Semantic Evaluation for Text-to-SQL with Distilled Test Suite", EMNLP2020
DataLinker
A web-based tool for interative improving graph-based semi-supervised learning models
QA-Verification-Via-NLI
Code and dataset for the EMNLP 2021 Finding paper "Can NLI Models Verify QA Systems’ Predictions?"
FSLDiagnotor
A web-based tool for diagnosing ensemble few-shot classifiers
sum-interpret
Code for Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution (ACL2021)