A Change of Heart: Improving Speech Emotion Recognition through Speech-to-Text Modality Conversion. - Zeinab Sadat Taghavi; Ali Satvaty; Hossein Sameti (Tiny Papers @ ICLR, 2023)

Ebhaam at SemEval-2023 Task 1: A CLIP-Based Approach for Comparing Cross-modality and Unimodality in Visual Word Sense Disambiguation. - Zeinab Taghavi 001; Parsa Haghighi Naeini; Mohammad Ali Sadraei Javaheri; Soroush Gooran; Ehsaneddin Asgari; Hamid Reza Rabiee; Hossein Sameti (SemEval@ACL, 2023)

Imaginations of WALL-E : Reconstructing Experiences with an Imagination-Inspired Module for Advanced AI Systems. - Zeinab Sadat Taghavi; Soroush Gooran; Seyed Arshan Dalili; Hamidreza Amirzadeh; Mohammad Jalal Nematbakhsh; Hossein Sameti (CoRR, 2023)

Killing It With Zero-Shot: Adversarially Robust Novelty Detection. - Hossein Mirzaei; Mohammad Jafari; Hamid Reza Dehbashi; Zeinab Sadat Taghavi; Mohammad Sabokrou; Mohammad Hossein Rohban (ICASSP, 2024)

Scanning Trojaned Models Using Out-of-Distribution Samples. - Hossein Mirzaei; Ali Ansari 001; Bahar Dibaei Nia; Mojtaba Nafez; Moein Madadi; Sepehr Rezaee; Zeinab Taghavi 001; Arad Maleki; Kian Shamsaie; Mahdi Hajialilue; Jafar Habibi; Mohammad Sabokrou; et al. (NeurIPS, 2024)

Sharif-STR at SemEval-2024 Task 1: Transformer as a Regression Model for Fine-Grained Scoring of Textual Semantic Relations. - Seyedeh Fatemeh Ebrahimi; Karim Akhavan Azari; Amirmasoud Iravani; Hadi Alizadeh; Zeinab Taghavi 001; Hossein Sameti (SemEval@NAACL, 2024)

Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text. - Seyedeh Fatemeh Ebrahimi; Karim Akhavan Azari; Amirmasoud Iravani; Arian Qazvini; Pouya Sadeghi; Zeinab Taghavi 001; Hossein Sameti (SemEval@NAACL, 2024)

SLPL SHROOM at SemEval2024 Task 06 : A comprehensive study on models ability to detect hallucination. - Pouya Fallah; Soroush Gooran; Mohammad Jafarinasab; Pouya Sadeghi; Reza Farnia; Amirreza Tarabkhah; Zeinab Sadat Taghavi; Hossein Sameti (SemEval@NAACL, 2024)

HalluSafe at SemEval-2024 Task 6: An NLI-based Approach to Make LLMs Safer by Better Detecting Hallucinations and Overgeneration Mistakes. - Zahra Rahimi; Hamidreza Amirzadeh; Alireza Sohrabi; Zeinab Taghavi 001; Hossein Sameti (SemEval@NAACL, 2024)

NIMZ at SemEval-2024 Task 9: Evaluating Methods in Solving Brainteasers Defying Commonsense. - Zahra Rahimi; Mohammad Moein Shirzady; Zeinab Taghavi 001; Hossein Sameti (SemEval@NAACL, 2024)

Backdooring Outlier Detection Methods: A Novel Attack Approach. - Zeinab Taghavi 001; Hossein Mirzaei (CoRR, 2024)

A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts. - Hossein Mirzaei; Mojtaba Nafez; Moein Madadi; Arad Maleki; Mahdi Hajialilue; Zeinab Sadat Taghavi; Sepehr Rezaee; Ali Ansari 001; Bahar Dibaei Nia; Kian Shamsaie; Mohammadreza Salehi; Mackenzie W. Mathis; et al. (CoRR, 2025)

ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge. - Zeinab Sadat Taghavi; Ali Modarressi; Yunpu Ma; Hinrich Schütze (CoRR, 2025)

DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion. - Hossein Mirzaei; Zeinab Taghavi 001; Sepehr Rezaee; Masoud Hadi; Moein Madadi; Mackenzie W. Mathis (CoRR, 2025)