Shahram Khadivi
32 papers · 2006–2026 · 7 venues · across top CS/AI venues
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Research topics
Machine Learning
(17)
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neural machine translation
(12)
domain adaptation
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large language model
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transfer learning
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domain generalization
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reinforcement learning
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parameter-efficient fine-tuning
(2)
attention mechanism
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continual pre-training
(2)
user feedback
(2)
context-aware translation
(2)
multilingual machine translation
(2)
document-level translation
(2)
language model
(2)
zero-shot translation
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multilingual translation
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preference alignment
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machine translation
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hyperparameter optimization
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Papers
Adapting Vision-Language Models for E-commerce Understanding at Scale
EACL 2026
CONGRAD: Conflicting Gradient Filtering for Multilingual Preference Alignment
EACL 2026
ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning
ACL 2025
Domain Adaptation of Foundation LLMs for e-Commerce
ACL 2025
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation
ACL 2025
ApiQ: Finetuning of 2-Bit Quantized Large Language Model
EMNLP 2024
IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual Machine Translation
EMNLP 2024
Document-Level Language Models for Machine Translation
EMNLP 2023
Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation
ICCV 2023
Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking
ACL 2023
Probabilistic Robustness for Data Filtering
EACL 2023
A Preordered RNN Layer Boosts Neural Machine Translation in Low Resource Settings
COLING 2022
Can Data Diversity Enhance Learning Generalization?
COLING 2022
Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation?
EMNLP 2022
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training
ACL 2022
Back-translation for Large-Scale Multilingual Machine Translation
EMNLP 2021
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer
ACL 2021
Diving Deep into Context-Aware Neural Machine Translation
EMNLP 2020
Generalizing Back-Translation in Neural Machine Translation
ACL 2019
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron
ACL 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages
EMNLP 2019
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019)
EMNLP 2019
Can Neural Machine Translation be Improved with User Feedback?
NAACL 2018
Learning from Chunk-based Feedback in Neural Machine Translation
ACL 2018
Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP
ACL 2018
Word-based Domain Adaptation for Neural Machine Translation
EMNLP 2018
Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search
EMNLP 2017
Meta-level Statistical Machine Translation
IJCNLP 2013
Using Context Vectors in Improving a Machine Translation System with Bridge Language
ACL 2013
A New Search Approach for Interactive-Predictive Computer-Assisted Translation
COLING 2012
A Sequence Alignment Model Based on the Averaged Perceptron
EMNLP 2007
Integration of Speech to Computer-Assisted Translation Using Finite-State Automata
ACL 2006