SALT-NLP/Efficient_Unlearning

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Python
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Apache License 2.0
Created about 1 year ago
Updated about 1 year ago

SALT-NLP/Efficient_Unlearning

SALT-NLP

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MixText

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Jupyter Notebook

LLaVAR

Code/Data for the paper: "LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding"

demonstrated-feedback

DyLAN

Official Implementation of Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization

Multi-View-Seq2Seq

Source codes for the paper "Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization"

Structure-Aware-BART

Source codes for "Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs"

positive-frames

Data and code for the paper "Inducing Positive Perspectives with Text Reframing"

LADA

Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"

FLANG

When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain

IDBR

Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"

Adaptive-Compositional-Modules

Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"

implicit-hate

CultureBank

Bound-Cap-LLM

Source codes for the paper "Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints"

chain-of-thought-bias

Jupyter Notebook

normbank

Data and code for the paper "NormBank: A Knowledge Bank of Situational Social Norms"

Jupyter Notebook

Persuasive-Orderings

Source codes for the paper "Examining the Ordering of Rhetorical Strategies in Persuasive Requests"

Jupyter Notebook

mic

Data and code for the paper "The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems"

Jupyter Notebook

LLMs_for_CSS

Jupyter Notebook

Disfluency-Generation-and-Detection

Code for "Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection"

CoAnnotating

This is the official repository for "CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation"

Jupyter Notebook

multi-value

Complete set of English dialect transformation rules and evaluation code

Persuasion_Strategy_WVAE

PersuationGames

Source codes for the paper "Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games"

Impressions

Dataset for the investigation of visual semiotics, and how specific visual features and design choices can elicit specific emotions, thoughts and beliefs.

CODA

Simple Conversational Data Augmentation for Semi-supervised Abstractive Conversation Summarization

Jupyter Notebook

DARG

The official repo for DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph

FormalityStyleTransfer

Code for "Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization"

RobustDemo

Source codes for the paper "Robustness of Demonstration-based Learning Under Limited Data Scenario"

SUBS

value

Data and code for the paper "VALUE: Understanding Dialect Disparity in NLU"

DADA

This is the oficial repository for "DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules".

DAMP

Baselines for TOP V2, MTOP, Hinglish TOP and CSTOP

Parenting_OnlineUsage

Code and dataset fo paper: Understanding the Usage of Online Media for Parenting from Infancy to Preschool At Scale

Jupyter Notebook

Guided-Adversarial-Augmentation

Jupyter Notebook

toxicity-explanation

framing-police-violence

Jupyter Notebook

HiddenCut

Multilingual-DRS-Semantic-Parsing

codenames

Social-Intelligence-Data-Infrastructure

This is the official repository for the paper: Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future

unintended-impacts-of-alignment

Official Repository for the ACL 2024 Paper: Unintended Impacts of LLM Alignment on Global Representation

CulturallyAwareNLI

Culturally Aware Natural Language Inference

GEP_data

Code/Data for the paper: "Auditing Gender Presentation Differences in Text-to-Image Models"

Jupyter Notebook

Incivility

A Crisis of Civility? Modeling Incivility and Its Effects in Political Discourse Online

Jupyter Notebook

Design2Code

DiVA-Eval

PrivacyLens

A data construction and evaluation framework to quantify privacy norm awareness of language models (LMs) and emerging privacy risk of LM agents.

contentiousness

Source code for the paper: "Linguistic Characterization of Divisive Topics ONline: Case Studies on Contentiousness in Abortion, Climate Change, and Gun Control