Nasser Zalmout

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 32

Top Topics

Multitask Learning

Annotated Corpus

Foreign Language

Information Extraction

Top Venues

EMNLP (Industry Track)

Publications

Hejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang, Carl Yang, Xian Li
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction. CoRR (2023)
Hejie Cui, Rongmei Lin, Nasser Zalmout, Chenwei Zhang, Jingbo Shang, Carl Yang, Xian Li
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction. ACL (Findings) (2023)
Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li
Generative Models for Product Attribute Extraction. EMNLP (Industry Track) (2023)
Nasser Zalmout, Xian Li
Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction. EMNLP (Industry Track) (2022)
Yifan Ding, Yan Liang, Nasser Zalmout, Xian Li, Christan Grant, Tim Weninger
Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction. EMNLP (Industry Track) (2022)
Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin
End-to-End Conversational Search for Online Shopping with Utterance Transfer. CoRR (2021)
Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin
End-to-End Conversational Search for Online Shopping with Utterance Transfer. EMNLP (1) (2021)
Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong
PAM: Understanding Product Images in Cross Product Category Attribute Extraction. KDD (2021)
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding. ACL/IJCNLP (1) (2021)
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding. CoRR (2021)
Nasser Zalmout, Chenwei Zhang, Xian Li, Yan Liang, Xin Luna Dong
All You Need to Know to Build a Product Knowledge Graph. KDD (2021)
Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong
PAM: Understanding Product Images in Cross Product Category Attribute Extraction. CoRR (2021)
Nasser Zalmout, Nizar Habash
Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging. ACL (2020)
Salam Khalifa, Nasser Zalmout, Nizar Habash
Morphological Analysis and Disambiguation for Gulf Arabic: The Interplay between Resources and Methods. LREC (2020)
Nasser Zalmout, Nizar Habash
Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization Models. COLING (2020)
Ossama Obeid, Nasser Zalmout, Salam Khalifa, Dima Taji, Mai Oudah, Bashar Alhafni, Go Inoue, Fadhl Eryani, Alexander Erdmann, Nizar Habash
CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing. LREC (2020)
Nasser Zalmout, Kapil Thadani, Aasish Pappu
Unsupervised Neologism Normalization Using Embedding Space Mapping. W-NUT@EMNLP (2019)
Nasser Zalmout, Nizar Habash
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling. CoRR (2019)
Nasser Zalmout, Nizar Habash
Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging. CoRR (2019)
Nasser Zalmout, Nizar Habash
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling. ACL (1) (2019)
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. Alkhereyfy, Basma Abdulkareem, Ramy Eskander, Mohammad Salameh, Hind Saddiki
Unified Guidelines and Resources for Arabic Dialect Orthography. LREC (2018)
Nasser Zalmout, Alexander Erdmann, Nizar Habash
Noise-Robust Morphological Disambiguation for Dialectal Arabic. NAACL-HLT (2018)
Daniel Watson, Nasser Zalmout, Nizar Habash
Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models. EMNLP (2018)
Alexander Erdmann, Nasser Zalmout, Nizar Habash
Addressing Noise in Multidialectal Word Embeddings. ACL (2) (2018)
Daniel Watson, Nasser Zalmout, Nizar Habash
Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models. CoRR (2018)
Nizar Habash, Nasser Zalmout, Dima Taji, Hieu Hoang, Maverick Alzate
A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages. EACL (2) (2017)
Nasser Zalmout, Nizar Habash
Optimizing Tokenization Choice for Machine Translation across Multiple Target Languages. Prague Bull. Math. Linguistics 108 (2017)
Nasser Zalmout, Nizar Habash
Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Arabic. EMNLP (2017)
Mustafa Jarrar, Nizar Habash, Faeq Alrimawi, Diyam Akra, Nasser Zalmout
Curras: an annotated corpus for the Palestinian Arabic dialect. Lang. Resour. Evaluation 51 (3) (2017)
Nasser Zalmout, Hind Saddiki, Nizar Habash
Analysis of Foreign Language Teaching Methods: An Automatic Readability Approach. NLP-TEA@COLING (2016)
Salam Khalifa, Nasser Zalmout, Nizar Habash
YAMAMA: Yet Another Multi-Dialect Arabic Morphological Analyzer. COLING (Demos) (2016)
Nasser Zalmout, Moustafa Ghanem
Multivariate adaptive community detection in Twitter. Int. J. Big Data Intell. 3 (4) (2016)
Mustafa Jarrar, Nizar Habash, Diyam Akra, Nasser Zalmout
Building a Corpus for Palestinian Arabic: a Preliminary Study. ANLP@EMNLP (2014)
Nasser Zalmout, Moustafa Ghanem
Multidimensional community detection in Twitter. ICITST (2013)