fani-lab/LADy

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LADy 💃: A Benchmark Toolkit for Latent Aspect Detection Enriched with Backtranslation Augmentation

Stars: 7
Forks: 7
Open beginner issues: 0
Indexed issues: 58

Dominant language: Python
License: No license data
Last GitHub push: Jul 27, 2025
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue help wanted
PR merge metrics: No merged PRs in 30d

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58 open issues indexed

Meta-based Self-training and Re-weighting for Aspect-based Sentiment Analysis Open

literature-review

fani-lab/LADy#2 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
LocLDA Baseline Open

baseline

fani-lab/LADy#3 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Attention Based Aspect Extraction (ABAE) Open

baseline literature-review

fani-lab/LADy#4 · 4 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
User-based Toy Review Dataset Open

dataset

fani-lab/LADy#6 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Training Language Models Open

learning

fani-lab/LADy#8 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Negative perplexity in gensim model Open

fani-lab/LADy#10 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
2010-ACL-An Unsupervised Aspect-Sentiment Model for Online Reviews Open

literature-review

fani-lab/LADy#14 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Adding CAt to the pipeline Open

baseline

fani-lab/LADy#17 · 1 comment · 1 reaction · 1 assignee · Indexed Sep 15, 2026
Datasets for aspect extraction Open

dataset enhancement literature-review

fani-lab/LADy#19 · 14 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2019-ACL-Context-aware Embedding for Targeted Aspect-based Sentiment Analysis Open

literature-review

fani-lab/LADy#20 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2021-ACM WWW-Latent Target-Opinion as Prior for Document-Level Sentiment Classification Open

literature-review

fani-lab/LADy#22 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
LADy's Roadmap for Extension (Epic) Open

epic

fani-lab/LADy#23 · 4 comments · 2 reactions · 1 assignee · Indexed Sep 15, 2026
Web Application for LADy Open

enhancement

fani-lab/LADy#32 · 64 comments · 4 reactions · 1 assignee · Indexed Sep 15, 2026
batch execution of nllb translation Open

fani-lab/LADy#35 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Adding HAST as a supervised baseline Open

baseline experiment

fani-lab/LADy#37 · 10 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Classification baseline for aspect term extraction Open

baseline

fani-lab/LADy#42 · 18 comments · 2 reactions · 1 assignee · Indexed Sep 15, 2026
pipeline progress flow Open

fani-lab/LADy#45 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Check the existing readme and codeline Open

documentation help wanted

fani-lab/LADy#46 · 2 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Gif image/video for illustrating the pipeline Open

enhancement

fani-lab/LADy#48 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
a server for the web app Open

fani-lab/LADy#52 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Needing for update in OCTIS library Open

enhancement

fani-lab/LADy#56 · 2 comments · 1 reaction · 2 assignees · Indexed Sep 15, 2026
New baseline for Aspect-Based Sentiment Analysis Open

baseline

fani-lab/LADy#63 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Literature Review on Aspect and Sentiment Extraction Open

literature-review

fani-lab/LADy#64 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Adding a new tanslation model to the pipeline Open

enhancement

fani-lab/LADy#66 · 1 comment · 1 reaction · 1 assignee · Indexed Sep 15, 2026
OCTIS.CTM throws a value error during the training phase Open

bug

fani-lab/LADy#67 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Incorporating Underrepresented Languages: A Focus on Low-Resource Languages Open

enhancement

fani-lab/LADy#70 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Dataset for LADy (Story Board) Open

dataset

fani-lab/LADy#72 · 22 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
LADy Progress Documentation Open

documentation

fani-lab/LADy#73 · 16 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
Setup Modification Open

good first issue

fani-lab/LADy#75 · 7 comments · 1 reaction · 2 assignees · Indexed Sep 15, 2026
Summary of Latent Aspect (LA) reviews in SemEval datasets Open

dataset

fani-lab/LADy#77 · 3 comments · 1 reaction · 2 assignees · Indexed Sep 15, 2026
2019, EMNLP, Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Open

literature-review

fani-lab/LADy#78 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2020, ACL, Data Augmentation Using Pre-Trained Transformer Models Open

literature-review

fani-lab/LADy#79 · 0 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2018, ACL, Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations Open

literature-review

fani-lab/LADy#80 · 2 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
Summary of SemEval 14,15,16 Aspect-based Sentiment Analysis task Open

literature-review

fani-lab/LADy#81 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2022, IberLEF, BERT and Data Augmentation for Sentiment Analysis in TripAdvisor Reviews Open

literature-review

fani-lab/LADy#82 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2015, NIPS, Character-level Convolutional Networks for Text Classification Open

literature-review

fani-lab/LADy#83 · 2 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2018, NAACL, Noising and Denoising Natural Language: Diverse Back Translation for Grammar Correction Open

literature-review

fani-lab/LADy#84 · 2 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2017, ACL, Data Augmentation for Low-Resource Neural Machine Translation Open

literature-review

fani-lab/LADy#85 · 2 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2020, EMNLP, How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? Open

literature-review

fani-lab/LADy#86 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2021, ACL, Cross-Domain Review Generation for Aspect-Based Sentiment Analysis Open

literature-review

fani-lab/LADy#87 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2022, NAACL, Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction Open

literature-review

fani-lab/LADy#88 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2022, ArXiv, Latent Aspect Detection from Online Unsolicited Customer Reviews Open

literature-review

fani-lab/LADy#89 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2022, ACL, Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task Open

literature-review

fani-lab/LADy#90 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
2023, Information, Semi-Supervised Model for Aspect Sentiment Detection Open

literature-review

fani-lab/LADy#91 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
EMNLP, 2022, Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering Open

literature-review

fani-lab/LADy#92 · 2 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2022,ACL, Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction Open

literature-review

fani-lab/LADy#93 · 1 comment · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2020, WMT, Document Level NMT of Low-Resource Languages with Back Translation Open

literature-review

fani-lab/LADy#94 · 0 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
2021, EMNLP, Latent Hatred: A Benchmark for Understanding Implicit Hate Speech (Dataset) Open

literature-review

fani-lab/LADy#95 · 0 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
Dataset Creation using LLMs! Open

documentation experiment literature-review

fani-lab/LADy#96 · 12 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Dataset of implicit aspects for LADy but in Arabic Open

dataset

fani-lab/LADy#97 · 10 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026

fani-lab/LADy

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