← Authors

Mohammad Taher Pilehvar

85 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸ—ΊοΈ Taxonomy Completionist (101) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (21) πŸ‘₯ Mega-Team (22) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (17) πŸ† Keyword Champion (3) ❓ The Questioner ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (257) πŸ’Ž Century Club (84) πŸ”₯ Unstoppable (13) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

EMNLP (25) ACL (21) NAACL (13) EACL (7) IJCNLP (5) SEMEVAL (5) COLING (4) AAAI (2) CONLL (1) CVPR (1) NIPS (1)

Top co-authors

Jose Camacho-Collados (21) Nigel Collier (18) Roberto Navigli (16) Sara Rajaee (7) Costanza Conforti (6) Ali Modarressi (6) David Jurgens (5) Chryssi Giannitsarou (5) Jakob Berndt (5) Flavio Toxvaerd (5)

Research topics

Resources & Methods (1) Linguistics (1)

Keywords

word embedding (11) representation learning (9) large language model (7) stance detection (7) semantic similarity (6) benchmark evaluation (5) lexical semantics (5) text classification (5) language model (4) cross-lingual transfer (4) word sense disambiguation (4) word representation (4) zero-shot learning (3) transfer learning (3) few-shot learning (3) benchmark dataset (3) out-of-distribution generalization (3) knowledge base (3) sentiment analysis (3) natural language inference (3)

Papers

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