Mohammad Taher Pilehvar

Synthia: Scalable Grounded Persona Generation from Social Media Data ACL 2026 TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering EACL 2026 Understanding LLM Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length ACL 2026 Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CoNLL 2025 Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025 Evaluating Cultural Knowledge and Reasoning in LLMs Through Persian Allusions EMNLP 2025 FarExStance: Explainable Stance Detection for Farsi COLING 2025 Gender Encoding Patterns in Pretrained Language Model Representations NAACL 2025 LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions CVPR 2025 Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables EMNLP 2025 NormXLogit: The Head-on-Top Never Lies EMNLP 2025 PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian NAACL 2025 Pun Unintended: LLMs and the Illusion of Humor Understanding EMNLP 2025 BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages NeurIPS 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024 Spanning the Spectrum of Hatred Detection: A Persian Multi-Label Hate Speech Dataset with Annotator Rationales AAAI 2024 Stochastic Fine-Tuning of Language Models Using Masked Gradients EMNLP 2024 Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models NAACL 2024 TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024 DecompX: Explaining Transformers Decisions by Propagating Token Decomposition ACL 2023 DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias EMNLP 2023 Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities EACL 2023 SemEval-2023 Task 1: Visual Word Sense Disambiguation SemEval 2023 AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022 An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022 An Isotropy Analysis in the Multilingual BERT Embedding Space ACL 2022 DadmaTools: Natural Language Processing Toolkit for Persian Language NAACL 2022 Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task ACL 2022 GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers NAACL 2022 Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022 Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022 On the Importance of Data Size in Probing Fine-tuned Models ACL 2022 A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ACL 2021 Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. EACL 2021 Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques EMNLP 2021 Exploring the Role of BERT Token Representations to Explain Sentence Probing Results EMNLP 2021 How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021 Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021 On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021 ParsFEVER: a Dataset for Farsi Fact Extraction and Verification ACL 2021 Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL 2021 WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context EACL 2021 Embeddings in Natural Language Processing COLING 2020 SemEval-2020 Task 3: Graded Word Similarity in Context SemEval 2020 STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020 Will-They-Won’t-They: A Very Large Dataset for Stance Detection on Twitter ACL 2020 XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization EMNLP 2020 Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models NAACL 2019 On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping NAACL 2019 On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation EMNLP 2019 Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces AAAI 2019 WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations NAACL 2019 Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models EMNLP 2018 Large-scale Exploration of Neural Relation Classification Architectures EMNLP 2018 Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018 On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis EMNLP 2018 The interplay between lexical resources and Natural Language Processing NAACL 2018 Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles EMNLP 2018 Which Melbourne? Augmenting Geocoding with Maps ACL 2018 Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources EACL 2017 SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity SemEval 2017 Towards a Seamless Integration of Word Senses into Downstream NLP Applications ACL 2017 Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL 2017 Word Vector Space Specialisation EACL 2017 De-Conflated Semantic Representations EMNLP 2016 Embeddings for Word Sense Disambiguation: An Evaluation Study ACL 2016 Semantic Representations of Word Senses and Concepts ACL 2016 SemEval-2016 Task 14: Semantic Taxonomy Enrichment SemEval 2016 A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets ACL 2015 An Open-source Framework for Multi-level Semantic Similarity Measurement NAACL 2015 A Unified Multilingual Semantic Representation of Concepts ACL 2015 NASARI: a Novel Approach to a Semantically-Aware Representation of Items NAACL 2015 Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms NAACL 2015 Semantic Similarity Frontiers: From Concepts to Documents EMNLP 2015 SensEmbed: Learning Sense Embeddings for Word and Relational Similarity ACL 2015 A Robust Approach to Aligning Heterogeneous Lexical Resources ACL 2014 SemEval-2014 Task 3: Cross-Level Semantic Similarity SemEval 2014 Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity ACL 2013 Paving the Way to a Large-scale Pseudosense-annotated Dataset NAACL 2013