Penn State NLP Group

CONTaiNER

Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"

Summ-N

Code for ACL 2022 Paper "SUMM^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents"

MultiHiertt

Data and code for ACL 2022 paper "MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data"

MACSum

Dataset, metrics, and models for TACL 2023 paper MACSUM: Controllable Summarization with Mixed Attributes.

ReaLMistake

This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".

XSemPLR

Data and code for ACL 2023 paper XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations

FairSumm

Code and Data for NAACL 2024 paper: Fair Abstractive Summarization of Diverse Perspectives

D-Pruner

[NAACL Findings 2024] Pruning as a Domain-specific LLM Extractor. Support LLaMA2.

FaMeSumm

[EMNLP 2023] FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization. Support BART, PEGASUS, T5, mT5, BioBART, etc.

ASAG

Automatic Short Answer Grading

ConEntail

ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining

DucView-1.5

FISH-DIP

Code for EMNLP 2023 paper "Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning"

RL-Reading-Group-Fall18-

Our weekly reading group where we discuss Reinforcement Learning approaches in the domain of Natural Language Processing.

SEAView

PyrEvalv2

WTMF-Reimplementation

HITL

This is a repository for the LR method of AIED paper, and the JTSP method.

ReadingGroups

This is a github repo for sharing NLP reading groups.

TextSimilarityBaseline

A baseline model for short response grading, using token overlap features and classifiers from Scikit-Learn

VerAs

WTMF-pipeline