Ayyoob Imani

31 papers A* 2B 2Journal 19Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
DeltaLLM: Compress LLMs with Low-Rank Deltas between Shared Weights.
CoRR
Liana Mikaelyan, Ayyoob Imani, Mathew Salvaris, Parth Pathak, Mohsen Fayyaz
2025 B conf
How Transliterations Improve Crosslingual Alignment.
COLING
Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze
2025 J jnl
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions.
Trans. Assoc. Comput. Linguistics
Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze
2025 J jnl
MemLLM: Finetuning LLMs to Use Explicit Read-Write Memory.
Trans. Mach. Learn. Res.
Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze
2025 — conf
Taxi1500: A Dataset for Multilingual Text Classification in 1500 Languages.
NAACL (Short Papers)
Chunlan Ma, Ayyoob Imani, Haotian Ye, Renhao Pei, Ehsaneddin Asgari, Hinrich Schütze
2025 J jnl
Through the LLM Looking Glass: A Socratic Self-Assessment of Donkeys, Elephants, and Markets.
CoRR
Molly Kennedy, Ayyoob Imani, Timo Spinde, Hinrich Schütze
2024 J jnl
How Transliterations Improve Crosslingual Alignment.
CoRR
Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze
2024 J jnl
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions.
CoRR
Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze
2024 J jnl
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory.
CoRR
Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze
2023 A* conf
$\Lambda$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells.
ICLR
Sajad Movahedi, Melika Adabinejad, Ayyoob Imani, Arezou Keshavarz, Mostafa Dehghani, Azadeh Shakery, Babak Nadjar Araabi
2023 — conf
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
ACL (1)
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
2023 J jnl
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
CoRR
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
2023 — conf
GlotLID: Language Identification for Low-Resource Languages.
EMNLP (Findings)
Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schütze
2023 J jnl
GlotLID: Language Identification for Low-Resource Languages.
CoRR
Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schütze
2023 J jnl
RET-LLM: Towards a General Read-Write Memory for Large Language Models.
CoRR
Ali Modarressi, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze
2023 J jnl
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages.
CoRR
Chunlan Ma, Ayyoob Imani, Haotian Ye, Ehsaneddin Asgari, Hinrich Schütze
2022 — conf
Graph Neural Networks for Multiparallel Word Alignment.
ACL (Findings)
Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 J jnl
Graph Neural Networks for Multiparallel Word Alignment.
CoRR
Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 A* conf
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
EMNLP
Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 J jnl
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
CoRR
Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 B conf
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages.
LREC
Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
2022 J jnl
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages.
CoRR
Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
2022 J jnl
Λ-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells.
CoRR
Sajad Movahedi, Melika Adabinejad, Ayyoob Imani, Arezou Keshavarz, Mostafa Dehghani, Azadeh Shakery, Babak Nadjar Araabi
2021 — conf
Graph Algorithms for Multiparallel Word Alignment.
EMNLP (1)
Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
2021 J jnl
Graph Algorithms for Multiparallel Word Alignment.
CoRR
Ayyoob Imani, Masoud Jalili Sabet, Lütfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
2021 — conf
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus.
ACL (demo)
Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
2021 J jnl
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus.
CoRR
Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
2019 — conf
An Axiomatic Study of Query Terms Order in Ad-Hoc Retrieval.
ECIR (2)
Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
2019 — conf
Deep Neural Networks for Query Expansion Using Word Embeddings.
ECIR (2)
Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
2018 J jnl
An Axiomatic Study of Query Terms Order in Ad-hoc Retrieval.
CoRR
Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
2018 J jnl
Deep Neural Networks for Query Expansion using Word Embeddings.
CoRR
Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery