An Axiomatic Study of Query Terms Order in Ad-Hoc Retrieval. - Ayyoob Imani; Amir Vakili; Ali Montazer; Azadeh Shakery (ECIR (2), 2019)

Deep Neural Networks for Query Expansion Using Word Embeddings. - Ayyoob Imani; Amir Vakili; Ali Montazer; Azadeh Shakery (ECIR (2), 2019)

ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. - Ayyoob Imani; Masoud Jalili Sabet; Philipp Dufter; Michael Cysouw; Hinrich Schütze (ACL (demo), 2021)

Graph Algorithms for Multiparallel Word Alignment. - Ayyoob Imani; Masoud Jalili Sabet; Lutfi Kerem Senel; Philipp Dufter; François Yvon; Hinrich Schütze (EMNLP (1), 2021)

Graph Neural Networks for Multiparallel Word Alignment. - Ayyoob Imani; Lütfi Kerem Senel; Masoud Jalili Sabet; François Yvon; Hinrich Schütze (ACL (Findings), 2022)

Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. - Ayyoob Imani; Silvia Severini; Masoud Jalili Sabet; François Yvon; Hinrich Schütze (EMNLP, 2022)

Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. - Silvia Severini; Ayyoob Imani; Philipp Dufter; Hinrich Schütze (LREC, 2022)

Λ-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells. - Sajad Movahedi; Melika Adabinejad; Ayyoob Imani; Arezou Keshavarz; Mostafa Dehghani 001; Azadeh Shakery; Babak Nadjar Araabi (CoRR, 2022)

Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. - Ayyoob Imani; Peiqin Lin; Amir Hossein Kargaran; Silvia Severini; Masoud Jalili Sabet; Nora Kassner; Chunlan Ma; Helmut Schmid; André F. T. Martins; François Yvon; Hinrich Schütze (ACL (1), 2023)

GlotLID: Language Identification for Low-Resource Languages. - Amir Hossein Kargaran; Ayyoob Imani; François Yvon; Hinrich Schütze (EMNLP (Findings), 2023)

$ Lambda$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells. - Sajad Movahedi; Melika Adabinejad; Ayyoob Imani; Arezou Keshavarz; Mostafa Dehghani 001; Azadeh Shakery; Babak Nadjar Araabi (ICLR, 2023)

Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages. - Chunlan Ma; Ayyoob Imani; Haotian Ye; Ehsaneddin Asgari; Hinrich Schütze (CoRR, 2023)

RET-LLM: Towards a General Read-Write Memory for Large Language Models. - Ali Modarressi; Ayyoob Imani; Mohsen Fayyaz; Hinrich Schütze (CoRR, 2023)

MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory. - Ali Modarressi; Abdullatif Köksal; Ayyoob Imani; Mohsen Fayyaz; Hinrich Schütze (CoRR, 2024)

MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions. - Abdullatif Köksal; Marion Thaler; Ayyoob Imani; Ahmet Üstün; Anna Korhonen; Hinrich Schütze (CoRR, 2024)

How Transliterations Improve Crosslingual Alignment. - Yihong Liu 001; Mingyang Wang 003; Amir Hossein Kargaran; Ayyoob Imani; Orgest Xhelili; Haotian Ye; Chunlan Ma; François Yvon; Hinrich Schütze (COLING, 2025)

Taxi1500: A Dataset for Multilingual Text Classification in 1500 Languages. - Chunlan Ma; Ayyoob Imani; Haotian Ye; Renhao Pei; Ehsaneddin Asgari; Hinrich Schütze (NAACL (Short Papers), 2025)

MemLLM: Finetuning LLMs to Use Explicit Read-Write Memory. - Ali Modarressi; Abdullatif Köksal; Ayyoob Imani; Mohsen Fayyaz; Hinrich Schütze (Trans. Mach. Learn. Res., 2025)

DeltaLLM: Compress LLMs with Low-Rank Deltas between Shared Weights. - Liana Mikaelyan; Ayyoob Imani; Mathew Salvaris; Parth Pathak; Mohsen Fayyaz (CoRR, 2025)

Through the LLM Looking Glass: A Socratic Self-Assessment of Donkeys, Elephants, and Markets. - Molly Kennedy; Ayyoob Imani; Timo Spinde; Hinrich Schütze (CoRR, 2025)