Penn State NLP Group

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33 repositories

reasoning_forks
Public
Python
•1•1•0•0•Updated May 19, 2026May 19, 2026
Compression-Effects
Public
[ICLR2026] When Reasoning Meets Compression: Understanding the Effects of LLMs Compression on Large Reasoning Models. Support interpretation of Qwen, Llama, etc…
pruning quantization distillation
pruning quantization distillation awq llm mechanistic-interpretability gptq llm-compression
Python
•0•2•0•0•Updated May 6, 2026May 6, 2026
FoVer
Public
This repository includes code and materials for the paper "Efficient PRM Training Data Synthesis via Formal Verification" (ACL 2026 Findings).
large-language-models process-reward-model
large-language-models process-reward-model
Python
•
Other
•3•18•0•0•Updated Apr 7, 2026Apr 7, 2026
QuantLRM
Public
QuantLRM: Quantization of Large Reasoning Models via Fine-Tuning Signals. Support Qwen, Olmo3, Llama, etc.
quantization post-training-quantization llm-compression
quantization post-training-quantization llm-compression
Python
•0•7•0•0•Updated Feb 11, 2026Feb 11, 2026
ReadingGroups
Public
This is a github repo for sharing NLP reading groups.
0•1•0•0•Updated Oct 2, 2025Oct 2, 2025
VisOnlyQA
Public
This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception of Geometric Information…
vision-and-language vision-language-model
vision-and-language vision-language-model
Python
•
Other
•1•29•0•0•Updated Jul 9, 2025Jul 9, 2025
LLM-Harm
Public
Python
•0•0•0•0•Updated Jun 19, 2025Jun 19, 2025
MPlanner
Public
ACL2025-Findings paper "Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation"
natural-language-processing vision-and-language large-language-model
natural-language-processing vision-and-language large-language-model
Python
•
MIT License
•0•4•3•0•Updated Jun 13, 2025Jun 13, 2025
HRScene
Public
Python
•
Other
•0•5•1•0•Updated Apr 28, 2025Apr 28, 2025
GreaTer
Public
Source code for GreaTer ICLR 2025 - Gradient Over Reasoning makes Smaller Language Models Strong Prompt Optimizers
Python
•6•36•1•0•Updated Apr 18, 2025Apr 18, 2025
GreaterPrompt
Public
GreaterPrompt: A Python Toolkit for Prompt Optimization
Python
•
MIT License
•7•56•1•0•Updated Apr 10, 2025Apr 10, 2025
PyrEvalv2
Public
Python
•
GNU General Public License v3.0
•2•3•0•0•Updated Jan 8, 2025Jan 8, 2025
D-Pruner
Public
[NAACL Findings 2024] Pruning as a Domain-specific LLM Extractor. Support LLaMA2.
0•1•0•0•Updated Dec 19, 2024Dec 19, 2024
VerbosityLLM
Public
This repository maintains dataset, predictions, and code for paper: Verbosity $\neq$ Veracity: Demystify Verbosity Compensation Behavior of Large Language Model…
natural-language-processing verbosity uncertainty-quantification
natural-language-processing verbosity uncertainty-quantification large-language-models unwanted-behavior
Python
•
Other
•0•5•0•0•Updated Dec 7, 2024Dec 7, 2024
MultiHiertt
Public
Data and code for ACL 2022 paper "MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data"
Python
•
MIT License
•5•53•2•0•Updated Oct 22, 2024Oct 22, 2024
ReaLMistake
Public
This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".
natural-language-processing
natural-language-processing
Python
•
Other
•3•32•1•0•Updated Aug 18, 2024Aug 18, 2024
VerAs
Public
DIGITAL Command Language
•0•0•0•0•Updated Jul 31, 2024Jul 31, 2024
HITL
Public
This is a repository for the LR method of AIED paper, and the JTSP method.
Python
•
MIT License
•0•0•0•0•Updated May 3, 2024May 3, 2024
FairSumm
Public
Code and Data for NAACL 2024 paper: Fair Abstractive Summarization of Diverse Perspectives
natural-language-processing summarization evaluation-metrics
natural-language-processing summarization evaluation-metrics fair-ml large-language-models fair-summarization
Jupyter Notebook
•
Apache License 2.0
•1•12•0•0•Updated Mar 30, 2024Mar 30, 2024
FaMeSumm
Public
[EMNLP 2023] FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization. Support BART, PEGASUS, T5, mT5, BioBART, etc.
nlp natural-language-processing healthcare
nlp natural-language-processing healthcare bart summarization pegasus mt5 t5 question-summarization radiology-report-summarization
Python
•
Apache License 2.0
•1•13•0•0•Updated Jan 5, 2024Jan 5, 2024
FISH-DIP
Public
Code for EMNLP 2023 paper "Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning"
Python
•
Apache License 2.0
•0•3•0•0•Updated Nov 2, 2023Nov 2, 2023
ASAG
Public
Automatic Short Answer Grading
Python
•
Apache License 2.0
•0•2•0•0•Updated Oct 26, 2023Oct 26, 2023
MACSum
Public
Dataset, metrics, and models for TACL 2023 paper MACSUM: Controllable Summarization with Mixed Attributes.
benchmark summarization controllable-summarization
benchmark summarization controllable-summarization
Python
•
Other
•3•34•1•0•Updated Jul 25, 2023Jul 25, 2023
WTMF-pipeline
Public
LiveScript
•0•0•0•0•Updated Jun 22, 2023Jun 22, 2023
XSemPLR
Public
Data and code for ACL 2023 paper XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations
benchmark natural-language-processing semantic-parsing
benchmark natural-language-processing semantic-parsing crosslingual-semantic-parser
Shell
•
MIT License
•1•9•0•0•Updated Jun 8, 2023Jun 8, 2023
ConEntail
Public
ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining
nlp contrastive-learning
nlp contrastive-learning
Python
•0•2•0•0•Updated Jan 29, 2023Jan 29, 2023
Summ-N
Public
Code for ACL 2022 Paper "SUMM^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents"
Python
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MIT License
•9•64•9•0•Updated Jul 28, 2022Jul 28, 2022
CONTaiNER
Public
Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"
Python
•
MIT License
•19•119•6•0•Updated Jun 14, 2022Jun 14, 2022
TextSimilarityBaseline
Public
A baseline model for short response grading, using token overlap features and classifiers from Scikit-Learn
Perl
•0•0•0•0•Updated Jan 11, 2022Jan 11, 2022
DucView-1.5
Public
Java
•1•1•0•0•Updated Feb 13, 2020Feb 13, 2020

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