Marjan Ghazvininejad

77 papers A* 17A 2Journal 43Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Language Modeling: An Exploration of Multimodal Pretraining. CoRR Shengbang Tong, David Fan, John Nguyen, Ellis Brown, Gaoyue Zhou, Shengyi Qian, Boyang Zheng, Théophane Vallaeys, Junlin Han, Rob Fergus, Naila Murray, Marjan Ghazvininejad, Mike Lewis, Nicolas Ballas, Amir Bar, Michael Rabbat, Jakob Verbeek, Luke Zettlemoyer, Koustuv Sinha, Yann LeCun, Saining Xie
2026	J	`jnl`	Reasoning over mathematical objects: on-policy reward modeling and test time aggregation. CoRR Pranjal Aggarwal, Marjan Ghazvininejad, Seungone Kim, Ilia Kulikov, Jack Lanchantin, Xian Li, Tianjian Li, Bo Liu, Graham Neubig, Anaelia Ovalle, Swarnadeep Saha, Sainbayar Sukhbaatar, Sean Welleck, Jason Weston, Chenxi Whitehouse, Adina Williams, Jing Xu, Ping Yu, Weizhe Yuan, Jingyu Zhang, Wenting Zhao
2026	J	`jnl`	Unified Text-Image Generation with Weakness-Targeted Post-Training. CoRR Jiahui Chen, Philippe Hansen-Estruch, Xiaochuang Han, Yushi Hu, Emily Dinan, Amita Kamath, Michal Drozdzal, Reyhane Askari Hemmat, Luke Zettlemoyer, Marjan Ghazvininejad
2025	J	`jnl`	GenEval 2: Addressing Benchmark Drift in Text-to-Image Evaluation. CoRR Amita Kamath, Kai-Wei Chang, Ranjay Krishna, Luke Zettlemoyer, Yushi Hu, Marjan Ghazvininejad
2025	J	`jnl`	Improving Chain-of-Thought Efficiency for Autoregressive Image Generation. CoRR Zeqi Gu, Markos Georgopoulos, Xiaoliang Dai, Marjan Ghazvininejad, Chu Wang, Felix Juefei-Xu, Kunpeng Li, Yujun Shi, Zecheng He, Zijian He, Jiawei Zhou, Abe Davis, Jialiang Wang
2025	A*	`conf`	Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge. ICML Swarnadeep Saha, Xian Li, Marjan Ghazvininejad, Jason E. Weston, Tianlu Wang
2025	J	`jnl`	Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge. CoRR Swarnadeep Saha, Xian Li, Marjan Ghazvininejad, Jason Weston, Tianlu Wang
2025	J	`jnl`	Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image. CoRR Yushi Hu, Reyhane Askari Hemmat, Melissa Hall, Emily Dinan, Luke Zettlemoyer, Marjan Ghazvininejad
2025	J	`jnl`	Multimodal RewardBench: Holistic Evaluation of Reward Models for Vision Language Models. CoRR Michihiro Yasunaga, Luke Zettlemoyer, Marjan Ghazvininejad
2025	J	`jnl`	Self-Improving VLM Judges Without Human Annotations. CoRR Inna Wanyin Lin, Yushi Hu, Shuyue Stella Li, Scott Geng, Pang Wei Koh, Luke Zettlemoyer, Tim Althoff, Marjan Ghazvininejad
2025	J	`jnl`	TV2TV: A Unified Framework for Interleaved Language and Video Generation. CoRR Xiaochuang Han, Youssef Emad, Melissa Hall, John Nguyen, Karthik Padthe, Liam Robbins, Amir Bar, Delong Chen, Michal Drozdzal, Maha Elbayad, Yushi Hu, Shang-wen Li, Sreya Dutta Roy, Jakob Verbeek, Xudong Wang, Marjan Ghazvininejad, Luke Zettlemoyer, Emily Dinan
2025	A*	`conf`	reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs. EMNLP Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen, Yoon Kim, Asli Celikyilmaz, Marjan Ghazvininejad
2025	J	`jnl`	reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs. CoRR Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen, Yoon Kim, Asli Celikyilmaz, Marjan Ghazvininejad
2024	J	`jnl`	ALMA: Alignment with Minimal Annotation. CoRR Michihiro Yasunaga, Leonid Shamis, Chunting Zhou, Andrew Cohen, Jason Weston, Luke Zettlemoyer, Marjan Ghazvininejad
2024	—	`conf`	David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs. NAACL-HLT Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov, Marjan Ghazvininejad
2024	J	`jnl`	JPEG-LM: LLMs as Image Generators with Canonical Codec Representations. CoRR Xiaochuang Han, Marjan Ghazvininejad, Pang Wei Koh, Yulia Tsvetkov
2024	A*	`conf`	Representation Deficiency in Masked Language Modeling. ICLR Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer
2023	J	`jnl`	Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation. CoRR Marjan Ghazvininejad, Hila Gonen, Luke Zettlemoyer
2023	—	`conf`	In-context Examples Selection for Machine Translation. ACL (Findings) Sweta Agrawal, Chunting Zhou, Mike Lewis, Luke Zettlemoyer, Marjan Ghazvininejad
2023	J	`jnl`	Representation Deficiency in Masked Language Modeling. CoRR Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer
2023	J	`jnl`	SSD-2: Scaling and Inference-time Fusion of Diffusion Language Models. CoRR Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov, Marjan Ghazvininejad
2023	A*	`conf`	XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models. EMNLP Davis Liang, Hila Gonen, Yuning Mao, Rui Hou, Naman Goyal, Marjan Ghazvininejad, Luke Zettlemoyer, Madian Khabsa
2023	J	`jnl`	XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models. CoRR Davis Liang, Hila Gonen, Yuning Mao, Rui Hou, Naman Goyal, Marjan Ghazvininejad, Luke Zettlemoyer, Madian Khabsa
2022	J	`jnl`	A Review on Language Models as Knowledge Bases. CoRR Badr AlKhamissi, Millicent Li, Asli Celikyilmaz, Mona T. Diab, Marjan Ghazvininejad
2022	—	`conf`	BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation. NAACL-HLT (Findings) Eleftheria Briakou, Sida I. Wang, Luke Zettlemoyer, Marjan Ghazvininejad
2022	A*	`conf`	Discourse-Aware Soft Prompting for Text Generation. EMNLP Marjan Ghazvininejad, Vladimir Karpukhin, Vera Gor, Asli Celikyilmaz
2022	J	`jnl`	In-context Examples Selection for Machine Translation. CoRR Sweta Agrawal, Chunting Zhou, Mike Lewis, Luke Zettlemoyer, Marjan Ghazvininejad
2022	A*	`conf`	Natural Language to Code Translation with Execution. EMNLP Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang
2022	J	`jnl`	Natural Language to Code Translation with Execution. CoRR Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang
2021	J	`jnl`	BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation. CoRR Eleftheria Briakou, Sida I. Wang, Luke Zettlemoyer, Marjan Ghazvininejad
2021	A*	`conf`	DeLighT: Deep and Light-weight Transformer. ICLR Sachin Mehta, Marjan Ghazvininejad, Srinivasan Iyer, Luke Zettlemoyer, Hannaneh Hajishirzi
2021	—	`conf`	Detecting Hallucinated Content in Conditional Neural Sequence Generation. ACL/IJCNLP (Findings) Chunting Zhou, Graham Neubig, Jiatao Gu, Mona T. Diab, Francisco Guzmán, Luke Zettlemoyer, Marjan Ghazvininejad
2021	J	`jnl`	Discourse-Aware Prompt Design for Text Generation. CoRR Marjan Ghazvininejad, Vladimir Karpukhin, Asli Celikyilmaz
2021	—	`conf`	Distributionally Robust Multilingual Machine Translation. EMNLP (1) Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig
2021	J	`jnl`	Distributionally Robust Multilingual Machine Translation. CoRR Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig
2021	J	`jnl`	EASE: Extractive-Abstractive Summarization with Explanations. CoRR Haoran Li, Arash Einolghozati, Srinivasan Iyer, Bhargavi Paranjape, Yashar Mehdad, Sonal Gupta, Marjan Ghazvininejad
2021	—	`conf`	Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation. NAACL-HLT Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad
2021	—	`conf`	Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. NAACL-HLT Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad
2021	J	`jnl`	Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog. CoRR Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad
2021	—	`conf`	Prompting Contrastive Explanations for Commonsense Reasoning Tasks. ACL/IJCNLP (Findings) Bhargavi Paranjape, Julian Michael, Marjan Ghazvininejad, Hannaneh Hajishirzi, Luke Zettlemoyer
2021	J	`jnl`	Prompting Contrastive Explanations for Commonsense Reasoning Tasks. CoRR Bhargavi Paranjape, Julian Michael, Marjan Ghazvininejad, Luke Zettlemoyer, Hannaneh Hajishirzi
2021	A	`conf`	Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation. EACL Asa Cooper Stickland, Xian Li, Marjan Ghazvininejad
2020	A*	`conf`	Aligned Cross Entropy for Non-Autoregressive Machine Translation. ICML Marjan Ghazvininejad, Vladimir Karpukhin, Luke Zettlemoyer, Omer Levy
2020	J	`jnl`	Aligned Cross Entropy for Non-Autoregressive Machine Translation. CoRR Marjan Ghazvininejad, Vladimir Karpukhin, Luke Zettlemoyer, Omer Levy
2020	A*	`conf`	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. ACL Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
2020	J	`jnl`	DeLighT: Very Deep and Light-weight Transformer. CoRR Sachin Mehta, Marjan Ghazvininejad, Srinivasan Iyer, Luke Zettlemoyer, Hannaneh Hajishirzi
2020	J	`jnl`	Detecting Hallucinated Content in Conditional Neural Sequence Generation. CoRR Chunting Zhou, Graham Neubig, Jiatao Gu, Mona T. Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad
2020	J	`jnl`	Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation. CoRR Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq R. Joty, Dragomir R. Radev, Yashar Mehdad
2020	J	`jnl`	Multilingual Denoising Pre-training for Neural Machine Translation. CoRR Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer
2020	J	`jnl`	Multilingual Denoising Pre-training for Neural Machine Translation. Trans. Assoc. Comput. Linguistics Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer
2020	A*	`conf`	Non-autoregressive Machine Translation with Disentangled Context Transformer. ICML Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu
2020	J	`jnl`	Parallel Machine Translation with Disentangled Context Transformer. CoRR Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu
2020	A*	`conf`	Pre-training via Paraphrasing. NeurIPS Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer
2020	J	`jnl`	Pre-training via Paraphrasing. CoRR Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida I. Wang, Luke Zettlemoyer
2020	J	`jnl`	Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation. CoRR Asa Cooper Stickland, Xian Li, Marjan Ghazvininejad
2020	J	`jnl`	Semi-Autoregressive Training Improves Mask-Predict Decoding. CoRR Marjan Ghazvininejad, Omer Levy, Luke Zettlemoyer
2020	A*	`conf`	Simple and Effective Retrieve-Edit-Rerank Text Generation. ACL Nabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer
2019	J	`jnl`	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension. CoRR Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer
2019	J	`jnl`	Constant-Time Machine Translation with Conditional Masked Language Models. CoRR Marjan Ghazvininejad, Omer Levy, Yinhan Liu, Luke Zettlemoyer
2019	—	`conf`	Mask-Predict: Parallel Decoding of Conditional Masked Language Models. EMNLP/IJCNLP (1) Marjan Ghazvininejad, Omer Levy, Yinhan Liu, Luke Zettlemoyer
2019	—	`conf`	Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation. W-NUT@EMNLP Vladimir Karpukhin, Omer Levy, Jacob Eisenstein, Marjan Ghazvininejad
2019	J	`jnl`	Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation. CoRR Vladimir Karpukhin, Omer Levy, Jacob Eisenstein, Marjan Ghazvininejad
2019	—	`conf`	Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation. ACL (1) Nima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad, Kevin Knight, Jonathan May
2019	J	`jnl`	Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation. CoRR Nima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad, Kevin Knight, Jonathan May
2018	A*	`conf`	A Knowledge-Grounded Neural Conversation Model. AAAI Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley
2018	—	`conf`	Neural Poetry Translation. NAACL-HLT (2) Marjan Ghazvininejad, Yejin Choi, Kevin Knight
2018	—	`conf`	Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation. NAACL-HLT (2) Nima Pourdamghani, Marjan Ghazvininejad, Kevin Knight
2017	J	`jnl`	A Knowledge-Grounded Neural Conversation Model. CoRR Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley
2017	—	`conf`	Hafez: an Interactive Poetry Generation System. ACL (System Demonstrations) Marjan Ghazvininejad, Xing Shi, Jay Priyadarshi, Kevin Knight
2017	J	`jnl`	Humans Outperform Machines at the Bilingual Shannon Game. Entropy Marjan Ghazvininejad, Kevin Knight
2016	A*	`conf`	Generating Topical Poetry. EMNLP Marjan Ghazvininejad, Xing Shi, Yejin Choi, Kevin Knight
2015	A	`conf`	Hierarchical Active Transfer Learning. SDM David C. Kale, Marjan Ghazvininejad, Anil Ramakrishna, Jingrui He, Yan Liu
2015	A*	`conf`	How Much Information Does a Human Translator Add to the Original? EMNLP Barret Zoph, Marjan Ghazvininejad, Kevin Knight
2015	—	`conf`	How to Memorize a Random 60-Bit String. HLT-NAACL Marjan Ghazvininejad, Kevin Knight
2015	J	`jnl`	Learning and Optimization with Submodular Functions. CoRR Bharath Sankaran, Marjan Ghazvininejad, Xinran He, David C. Kale, Liron Cohen
2013	A*	`conf`	From Local Similarity to Global Coding: An Application to Image Classification. CVPR Amirreza Shaban, Hamid R. Rabiee, Mehrdad Farajtabar, Marjan Ghazvininejad
2011	A*	`conf`	Isograph: Neighbourhood Graph Construction Based on Geodesic Distance for Semi-supervised Learning. ICDM Marjan Ghazvininejad, Mostafa Mahdieh, Hamid R. Rabiee, Parisa Khanipour Roshan, Mohammad Hossein Rohban