Nasser Zalmout

40 papers A* 5B 4Journal 14Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
ByteFlow: Language Modeling through Adaptive Byte Compression without a Tokenizer.
CoRR
Chunyuan Deng, Sanket Lokegaonkar, Colin Lockard, Besnik Fetahu, Nasser Zalmout, Xian Li
2025 J jnl
DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities.
CoRR
Jing Yang Lee, Hamed Bonab, Nasser Zalmout, Ming Zeng, Sanket Lokegaonkar, Colin Lockard, Binxuan Huang, Ritesh Sarkhel, Haodong Wang
2025 — conf
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training.
NAACL (Long Papers)
Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang
2025 J jnl
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training.
CoRR
Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang
2025 — conf
Train a Unified Multimodal Data Quality Classifier with Synthetic Data.
EMNLP (Findings)
Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li
2025 J jnl
Train a Unified Multimodal Data Quality Classifier with Synthetic Data.
CoRR
Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li
2023 — conf
Generative Models for Product Attribute Extraction.
EMNLP (Industry Track)
Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li
2023 — conf
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction.
ACL (Findings)
Hejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang, Carl Yang, Xian Li
2023 J jnl
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction.
CoRR
Hejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang, Carl Yang, Xian Li
2022 — conf
Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction.
EMNLP (Industry Track)
Yifan Ding, Yan Liang, Nasser Zalmout, Xian Li, Christan Grant, Tim Weninger
2022 — conf
Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction.
EMNLP (Industry Track)
Nasser Zalmout, Xian Li
2021 — conf
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding.
ACL/IJCNLP (1)
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong
2021 J jnl
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding.
CoRR
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong
2021 A* conf
All You Need to Know to Build a Product Knowledge Graph.
KDD
Nasser Zalmout, Chenwei Zhang, Xian Li, Yan Liang, Xin Luna Dong
2021 — conf
End-to-End Conversational Search for Online Shopping with Utterance Transfer.
EMNLP (1)
Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin
2021 J jnl
End-to-End Conversational Search for Online Shopping with Utterance Transfer.
CoRR
Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin
2021 A* conf
PAM: Understanding Product Images in Cross Product Category Attribute Extraction.
KDD
Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong
2021 J jnl
PAM: Understanding Product Images in Cross Product Category Attribute Extraction.
CoRR
Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong
2020 B conf
CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing.
LREC
Ossama Obeid, Nasser Zalmout, Salam Khalifa, Dima Taji, Mai Oudah, Bashar Alhafni, Go Inoue, Fadhl Eryani, Alexander Erdmann, Nizar Habash
2020 A* conf
Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging.
ACL
Nasser Zalmout, Nizar Habash
2020 B conf
Morphological Analysis and Disambiguation for Gulf Arabic: The Interplay between Resources and Methods.
LREC
Salam Khalifa, Nasser Zalmout, Nizar Habash
2020 B conf
Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization Models.
COLING
Nasser Zalmout, Nizar Habash
2019 — conf
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling.
ACL (1)
Nasser Zalmout, Nizar Habash
2019 J jnl
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling.
CoRR
Nasser Zalmout, Nizar Habash
2019 J jnl
Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging.
CoRR
Nasser Zalmout, Nizar Habash
2019 — conf
Unsupervised Neologism Normalization Using Embedding Space Mapping.
W-NUT@EMNLP
Nasser Zalmout, Kapil Thadani, Aasish Pappu
2018 — conf
Addressing Noise in Multidialectal Word Embeddings.
ACL (2)
Alexander Erdmann, Nasser Zalmout, Nizar Habash
2018 — conf
Noise-Robust Morphological Disambiguation for Dialectal Arabic.
NAACL-HLT
Nasser Zalmout, Alexander Erdmann, Nizar Habash
2018 B conf
Unified Guidelines and Resources for Arabic Dialect Orthography.
LREC
Nizar Habash, Fadhl Eryani, Salam Khalifa, Owen Rambow, Dana Abdulrahim, Alexander Erdmann, Reem Faraj, Wajdi Zaghouani, Houda Bouamor, Nasser Zalmout, Sara Hassan, Faisal Al-Shargi, Sakhar B. Alkhereyf, Basma Abdulkareem, Ramy Eskander, Mohammad Salameh, Hind Saddiki
2018 A* conf
Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models.
EMNLP
Daniel Watson, Nasser Zalmout, Nizar Habash
2018 J jnl
Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models.
CoRR
Daniel Watson, Nasser Zalmout, Nizar Habash
2017 — conf
A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages.
EACL (2)
Nizar Habash, Nasser Zalmout, Dima Taji, Hieu Hoang, Maverick Alzate
2017 J jnl
Curras: an annotated corpus for the Palestinian Arabic dialect.
Lang. Resour. Evaluation
Mustafa Jarrar, Nizar Habash, Faeq Alrimawi, Diyam Akra, Nasser Zalmout
2017 A* conf
Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Arabic.
EMNLP
Nasser Zalmout, Nizar Habash
2017 J jnl
Optimizing Tokenization Choice for Machine Translation across Multiple Target Languages.
Prague Bull. Math. Linguistics
Nasser Zalmout, Nizar Habash
2016 — conf
Analysis of Foreign Language Teaching Methods: An Automatic Readability Approach.
NLP-TEA@COLING
Nasser Zalmout, Hind Saddiki, Nizar Habash
2016 J jnl
Multivariate adaptive community detection in Twitter.
Int. J. Big Data Intell.
Nasser Zalmout, Moustafa Ghanem
2016 — conf
YAMAMA: Yet Another Multi-Dialect Arabic Morphological Analyzer.
COLING (Demos)
Salam Khalifa, Nasser Zalmout, Nizar Habash
2014 — conf
Building a Corpus for Palestinian Arabic: a Preliminary Study.
ANLP@EMNLP
Mustafa Jarrar, Nizar Habash, Diyam Akra, Nasser Zalmout
2013 — conf
Multidimensional community detection in Twitter.
ICITST
Nasser Zalmout, Moustafa Ghanem