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Mohammad Taher Pilehvar

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affiliation: University of Cambridge, UK

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2020
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Mohammad Taher Pilehvar, José Camacho-Collados:
Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01049-1

Journal Articles

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2023
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Taha Shangipour Ataei, Kamyar Darvishi, Soroush Javdan, Amin Pourdabiri, Behrouz Minaei-Bidgoli, Mohammad Taher Pilehvar:
Pars-OFF: A Benchmark for Offensive Language Detection on Farsi Social Media. IEEE Trans. Affect. Comput. 14(4): 2787-2795 (2023)
2022
[j10]
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Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley, Nigel Collier:
PheneBank: a literature-based database of phenotypes. Bioinform. 38(4): 1179-1180 (2022)
2021
[j9]
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Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
Analysis and Evaluation of Language Models for Word Sense Disambiguation. Comput. Linguistics 47(2): 387-443 (2021)
2020
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Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier:
A pragmatic guide to geoparsing evaluation. Lang. Resour. Evaluation 54(3): 683-712 (2020)
2018
[j7]
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José Camacho-Collados, Mohammad Taher Pilehvar:
From Word To Sense Embeddings: A Survey on Vector Representations of Meaning. J. Artif. Intell. Res. 63: 743-788 (2018)
[j6]
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Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier:
What's missing in geographical parsing? Lang. Resour. Evaluation 52(2): 603-623 (2018)
2016
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José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
Nasari: Integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities. Artif. Intell. 240: 36-64 (2016)
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Heshaam Faili, Nava Ehsan, Mortaza Montazery, Mohammad Taher Pilehvar:
Vafa spell-checker for detecting spelling, grammatical, and real-word errors of Persian language. Digit. Scholarsh. Humanit. 31(1): 95-117 (2016)
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David Jurgens, Mohammad Taher Pilehvar, Roberto Navigli:
Cross level semantic similarity: an evaluation framework for universal measures of similarity. Lang. Resour. Evaluation 50(1): 5-33 (2016)
2015
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Mohammad Taher Pilehvar, Roberto Navigli:
From senses to texts: An all-in-one graph-based approach for measuring semantic similarity. Artif. Intell. 228: 95-128 (2015)
2014
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Mohammad Taher Pilehvar, Roberto Navigli:
A Large-Scale Pseudoword-Based Evaluation Framework for State-of-the-Art Word Sense Disambiguation. Comput. Linguistics 40(4): 837-881 (2014)

Conference and Workshop Papers

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2024
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Zahra Delbari, Nafise Sadat Moosavi, Mohammad Taher Pilehvar:
Spanning the Spectrum of Hatred Detection: A Persian Multi-Label Hate Speech Dataset with Annotator Rationales. AAAI 2024: 17889-17897
[c60]
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Kiamehr Rezaee, José Camacho-Collados, Mohammad Taher Pilehvar:
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases. LREC/COLING 2024: 16890-16896
2023
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Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition. ACL (1) 2023: 2649-2664
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Ali Modarressi, Hossein Amirkhani, Mohammad Taher Pilehvar:
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities. EACL 2023: 1946-1951
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Mahdi Zakizadeh, Kaveh Eskandari Miandoab, Mohammad Taher Pilehvar:
DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias. EMNLP (Findings) 2023: 1897-1914
[c56]
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Alessandro Raganato, Iacer Calixto, Asahi Ushio, José Camacho-Collados, Mohammad Taher Pilehvar:
SemEval-2023 Task 1: Visual Word Sense Disambiguation. SemEval@ACL 2023: 2227-2234
2022
[c55]
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Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. ACL (1) 2022: 1-15
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Houman Mehrafarin, Sara Rajaee, Mohammad Taher Pilehvar:
On the Importance of Data Size in Probing Fine-tuned Models. ACL (Findings) 2022: 228-238
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Mohsen Tabasi, Kiamehr Rezaee, Mohammad Taher Pilehvar:
Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task. ACL (2) 2022: 325-332
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Sara Rajaee, Mohammad Taher Pilehvar:
An Isotropy Analysis in the Multilingual BERT Embedding Space. ACL (Findings) 2022: 1309-1316
[c51]
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Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
Incorporating Stock Market Signals for Twitter Stance Detection. ACL (1) 2022: 4074-4091
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Sara Rajaee, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference. EMNLP 2022: 10605-10616
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Mohammad Akbar-Tajari, Sara Rajaee, Mohammad Taher Pilehvar:
An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning. EMNLP 2022: 10617-10625
[c48]
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Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers. NAACL-HLT 2022: 258-271
2021
[c47]
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Sara Rajaee, Mohammad Taher Pilehvar:
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space. ACL/IJCNLP (2) 2021: 575-584
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Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations. BlackboxNLP@EMNLP 2021: 375-388
[c45]
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Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. EACL (Hackashop) 2021: 1-7
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Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. EACL 2021: 1635-1645
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Hosein Mohebbi, Ali Modarressi, Mohammad Taher Pilehvar:
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results. EMNLP (1) 2021: 792-806
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Sara Rajaee, Mohammad Taher Pilehvar:
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy. EMNLP (Findings) 2021: 3042-3049
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Hossein Amirkhani, Mohammad Taher Pilehvar:
Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques. EMNLP (Findings) 2021: 4720-4728
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Majid Zarharan, Mahsa Ghaderan, Amin Pourdabiri, Zahra Sayedi, Behrouz Minaei-Bidgoli, Sauleh Eetemadi, Mohammad Taher Pilehvar:
ParsFEVER: a Dataset for Farsi Fact Extraction and Verification. *SEM 2021: 99-104
[c39]
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Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. WASSA@EACL 2021: 181-187
2020
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Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter. ACL 2020: 1715-1724
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José Camacho-Collados, Mohammad Taher Pilehvar:
Embeddings in Natural Language Processing. COLING (Tutorial) 2020: 10-15
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Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval. EMNLP (Findings) 2020: 4086-4101
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Alessandro Raganato, Tommaso Pasini, José Camacho-Collados, Mohammad Taher Pilehvar:
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization. EMNLP (1) 2020: 7193-7206
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Carlos Santos Armendariz, Matthew Purver, Senja Pollak, Nikola Ljubesic, Matej Ulcar, Ivan Vulic, Mohammad Taher Pilehvar:
SemEval-2020 Task 3: Graded Word Similarity in Context. SemEval@COLING 2020: 36-49
2019
[c33]
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Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI 2019: 6900-6907
[c32]
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Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier:
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. NGT@EMNLP-IJCNLP 2019: 118-127
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Mohammad Taher Pilehvar, José Camacho-Collados:
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations. NAACL-HLT (1) 2019: 1267-1273
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Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier:
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. NAACL-HLT (1) 2019: 1968-1976
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Mohammad Taher Pilehvar:
On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping. NAACL-HLT (1) 2019: 2151-2156
2018
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Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier:
Which Melbourne? Augmenting Geocoding with Maps. ACL (1) 2018: 1285-1296
[c27]
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Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier:
Modeling the Fake News Challenge as a Cross-Level Stance Detection Task. CIKM Workshops 2018
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José Camacho-Collados, Mohammad Taher Pilehvar:
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis. BlackboxNLP@EMNLP 2018: 40-46
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Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier:
Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles. FEVER@EMNLP 2018: 40-49
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Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier:
Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. EMNLP 2018: 1391-1401
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Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier:
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. EMNLP 2018: 1959-1970
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Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar, Nigel Collier:
Large-scale Exploration of Neural Relation Classification Architectures. EMNLP 2018: 2266-2277
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José Camacho-Collados, Luis Espinosa Anke, Mohammad Taher Pilehvar:
The interplay between lexical resources and Natural Language Processing. NAACL-HLT (Tutorial Abstracts) 2018: 17-23
2017
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Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier:
Vancouver Welcomes You! Minimalist Location Metonymy Resolution. ACL (1) 2017: 1248-1259
[c19]
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Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier:
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. ACL (1) 2017: 1857-1869
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Mohammad Taher Pilehvar, Nigel Collier:
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources. EACL (2) 2017: 388-393
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José Camacho-Collados, Mohammad Taher Pilehvar, Nigel Collier, Roberto Navigli:
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity. SemEval@ACL 2017: 15-26
2016
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Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli:
Embeddings for Word Sense Disambiguation: An Evaluation Study. ACL (1) 2016
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Mohammad Taher Pilehvar, Nigel Collier:
Improved Semantic Representation for Domain-Specific Entities. BioNLP@ACL 2016: 12-16
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Mohammad Taher Pilehvar, Nigel Collier:
De-Conflated Semantic Representations. EMNLP 2016: 1680-1690
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David Jurgens, Mohammad Taher Pilehvar:
SemEval-2016 Task 14: Semantic Taxonomy Enrichment. SemEval@NAACL-HLT 2016: 1092-1102
2015
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José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets. ACL (2) 2015: 1-7
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Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli:
SensEmbed: Learning Sense Embeddings for Word and Relational Similarity. ACL (1) 2015: 95-105
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José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
A Unified Multilingual Semantic Representation of Concepts. ACL (1) 2015: 741-751
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Mohammad Taher Pilehvar, Roberto Navigli:
An Open-source Framework for Multi-level Semantic Similarity Measurement. HLT-NAACL 2015: 76-80
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José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
NASARI: a Novel Approach to a Semantically-Aware Representation of Items. HLT-NAACL 2015: 567-577
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David Jurgens, Mohammad Taher Pilehvar:
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms. HLT-NAACL 2015: 1459-1465
2014
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Mohammad Taher Pilehvar, Roberto Navigli:
A Robust Approach to Aligning Heterogeneous Lexical Resources. ACL (1) 2014: 468-478
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David Jurgens, Mohammad Taher Pilehvar, Roberto Navigli:
SemEval-2014 Task 3: Cross-Level Semantic Similarity. SemEval@COLING 2014: 17-26
2013
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Mohammad Taher Pilehvar, David Jurgens, Roberto Navigli:
Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity. ACL (1) 2013: 1341-1351
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Mohammad Taher Pilehvar, Roberto Navigli:
Paving the Way to a Large-scale Pseudosense-annotated Dataset. HLT-NAACL 2013: 1100-1109
2011
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Mohammad Taher Pilehvar, Heshaam Faili, Abdol Hamid Pilevar:
TEP: Tehran English-Persian Parallel Corpus. CICLing (2) 2011: 68-79
2009
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Mohammad Taher Pilehvar, Heshaam Feili, Mahmood Soltani:
Classification of Persian textual documents using learning vector quantization. NLPKE 2009: 1-6

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2022
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Vivi Nastase, Ellie Pavlick, Mohammad Taher Pilehvar, José Camacho-Collados, Alessandro Raganato:
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2022, Seattle, WA, USA, July 14-15, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-98-8 [contents]
2019
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Luis Espinosa Anke, Thierry Declerck, Dagmar Gromann, José Camacho-Collados, Mohammad Taher Pilehvar:
Proceedings of the 5th Workshop on Semantic Deep Learning, SemDeep@IJCAI 2019, Macau, China, August 12, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-19-2 [contents]

Data and Artifacts

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2018
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Nigel Collier, Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley:
PheneBank: Processed Medline Abstracts. Zenodo, 2018
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Nigel Collier, Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley:
PheneBank: Processed Medline Abstracts and PMC full articles. Zenodo, 2018
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Nigel Collier, Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley:
PheneBank: Processed Medline Abstracts and PMC full articles. Zenodo, 2018
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Nigel Collier, Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley:
PheneBank: Processed Medline Abstracts and PMC full articles. Zenodo, 2018

Informal and Other Publications

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2024
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Majid Zarharan, Pascal Wullschleger, Babak Behkam Kia, Mohammad Taher Pilehvar, Jennifer Foster:
Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models. CoRR abs/2405.09454 (2024)
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Junho Myung, Nayeon Lee, Yi Zhou, Jiho Jin, Rifki Afina Putri, Dimosthenis Antypas, Hsuvas Borkakoty, Eunsu Kim, Carla Pérez-Almendros, Abinew Ali Ayele, Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Hwaran Lee, Shamsuddeen Hassan Muhammad, Ki-Woong Park, Anar Sabuhi Rzayev, Nina White, Seid Muhie Yimam, Mohammad Taher Pilehvar, Nedjma Ousidhoum, José Camacho-Collados, Alice Oh:
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. CoRR abs/2406.09948 (2024)
2023
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Mohammad Akbar-Tajari, Sara Rajaee, Mohammad Taher Pilehvar:
An Empirical Study on the Transferability of Transformer Modules in Parameter-Efficient Fine-Tuning. CoRR abs/2302.00378 (2023)
[i32]
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Ali Modarressi, Hossein Amirkhani, Mohammad Taher Pilehvar:
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities. CoRR abs/2302.02852 (2023)
[i31]
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Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition. CoRR abs/2306.02873 (2023)
[i30]
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Mahdi Zakizadeh, Kaveh Eskandari Miandoab, Mohammad Taher Pilehvar:
DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias. CoRR abs/2310.14329 (2023)
2022
[i29]
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Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. CoRR abs/2203.08991 (2022)
[i28]
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Houman Mehrafarin, Sara Rajaee, Mohammad Taher Pilehvar:
On the Importance of Data Size in Probing Fine-tuned Models. CoRR abs/2203.09627 (2022)
[i27]
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Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers. CoRR abs/2205.03286 (2022)
[i26]
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Sara Rajaee, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference. CoRR abs/2211.03862 (2022)
[i25]
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Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Mohammad Taher Pilehvar, Yadollah Yaghoobzadeh, Samira Ebrahimi Kahou:
BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning. CoRR abs/2211.05610 (2022)
2021
[i24]
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Hosein Mohebbi, Ali Modarressi, Mohammad Taher Pilehvar:
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results. CoRR abs/2104.01477 (2021)
[i23]
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Sara Rajaee, Mohammad Taher Pilehvar:
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space. CoRR abs/2106.01183 (2021)
[i22]
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Hossein Amirkhani, Mohammad Taher Pilehvar:
Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques. CoRR abs/2109.00521 (2021)
[i21]
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Sara Rajaee, Mohammad Taher Pilehvar:
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy. CoRR abs/2109.04740 (2021)
[i20]
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Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations. CoRR abs/2109.05958 (2021)
[i19]
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Sara Rajaee, Mohammad Taher Pilehvar:
An Isotropy Analysis in the Multilingual BERT Embedding Space. CoRR abs/2110.04504 (2021)
2020
[i18]
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Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. CoRR abs/2004.15016 (2020)
[i17]
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Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter. CoRR abs/2005.00388 (2020)
[i16]
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Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
Language Models and Word Sense Disambiguation: An Overview and Analysis. CoRR abs/2008.11608 (2020)
[i15]
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Alessandro Raganato, Tommaso Pasini, José Camacho-Collados, Mohammad Taher Pilehvar:
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization. CoRR abs/2010.06478 (2020)
2019
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Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier:
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. CoRR abs/1904.02996 (2019)
[i13]
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  - journals/corr/abs-1909-13668
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Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier:
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. CoRR abs/1909.13668 (2019)
2018
[i12]
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José Camacho-Collados, Mohammad Taher Pilehvar:
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning. CoRR abs/1805.04032 (2018)
[i11]
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José Camacho-Collados, Luis Espinosa Anke, Mohammad Taher Pilehvar:
The Interplay between Lexical Resources and Natural Language Processing. CoRR abs/1807.00571 (2018)
[i10]
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Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier:
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. CoRR abs/1808.07724 (2018)
[i9]
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Mohammad Taher Pilehvar, José Camacho-Collados:
WiC: 10, 000 Example Pairs for Evaluating Context-Sensitive Representations. CoRR abs/1808.09121 (2018)
[i8]
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Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier:
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. CoRR abs/1808.09308 (2018)
[i7]
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  - journals/corr/abs-1810-12368
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Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier:
A Pragmatic Guide to Geoparsing Evaluation. CoRR abs/1810.12368 (2018)
[i6]
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  - journals/corr/abs-1811-04983
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Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. CoRR abs/1811.04983 (2018)
2017
[i5]
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José Camacho-Collados, Mohammad Taher Pilehvar:
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis. CoRR abs/1707.01780 (2017)
[i4]
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Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Learning Rare Word Representations using Semantic Bridging. CoRR abs/1707.07554 (2017)
[i3]
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  - journals/corr/abs-1710-06632
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Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier:
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. CoRR abs/1710.06632 (2017)
2016
[i2]
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José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli, Mohammad Taher Pilehvar:
Semantic Representations of Word Senses and Concepts. CoRR abs/1608.00841 (2016)
[i1]
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Mohammad Taher Pilehvar, Nigel Collier:
De-Conflated Semantic Representations. CoRR abs/1608.01961 (2016)

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