Akbar Karimi

CoRR, May, 2026

Can LLM Agents Identify Spoken Dialects like a Linguist?

[BibT_eX]

[DOI]

CoRR, March, 2026

Shapes are not enough: CONSERVAttack and its use for finding vulnerabilities and uncertainties in machine learning applications.

[BibT_eX]

[DOI]

Philip Bechtle

CoRR, March, 2026

Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents.

[BibT_eX]

[DOI]

Mohammad H. A. Monfared

Proceedings of the Proceedings for the 15th Workshop on Computational Approaches to Subjectivity, 2026

2025

Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations.

[BibT_eX]

[DOI]

Comput. Softw. Big Sci., December, 2025

Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction.

[BibT_eX]

[DOI]

Shivam Rawat

CoRR, November, 2025

More Agents Helps but Adversarial Robustness Gap Persists.

[BibT_eX]

[DOI]

CoRR, November, 2025

MiniFool - Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks.

[BibT_eX]

[DOI]

Oliver Janik

Amirhossein Aliakbarzadeh

CoRR, November, 2025

Exploring Robustness of Multilingual LLMs on Real-World Noisy Data.

[BibT_eX]

[DOI]

CoRR, January, 2025

Exploring Robustness of LLMs to Sociodemographically-Conditioned Paraphrasing.

[BibT_eX]

[DOI]

Pulkit Arora

CoRR, January, 2025

ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving.

[BibT_eX]

[DOI]

CoRR, January, 2025

EDAudio: Easy Data Augmentation for Dialectal Audio.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

Colliding with Adversaries: A Challenge on Robust Learning in High Energy Physics at ECML PKDD 2025.

[BibT_eX]

[DOI]

Timo Saala

Alexander Schmidt

Philipp Soldin

Dimitris Stefanopoulos

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Improving Low-Resource Dialect Classification Using Retrieval-based Voice Conversion.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Multi-Hop Reasoning for Question Answering with Hyperbolic Representations.

[BibT_eX]

[DOI]

Simon Welz

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Explainable Hallucination through Natural Language Inference Mapping.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Do Multilingual Large Language Models Mitigate Stereotype Bias?

[BibT_eX]

[DOI]

CoRR, 2024

2023

CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

2022

Self-Balanced R-CNN for instance segmentation.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

Aspect-Based Emotion Analysis and Multimodal Coreference: A Case Study of Customer Comments on Adidas Instagram Posts.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Improving Localization for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

CAISA@SMM4H'22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods.

[BibT_eX]

[DOI]

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

2021

UniParma @ SemEval 2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model.

[BibT_eX]

[DOI]

CoRR, 2021

UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Improving BERT Performance for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

AEDA: An Easier Data Augmentation Technique for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Training for Aspect-Based Sentiment Analysis with BERT.

[BibT_eX]

[DOI]

CoRR, 2020

A Novel Region of Interest Extraction Layer for Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Adversarial Training for Aspect-Based Sentiment Analysis with BERT.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Extracting an English-Persian Parallel Corpus from Comparable Corpora.

[BibT_eX]

[DOI]