Ahmed El-Kishky

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 50

Top Topics

Quality Estimation

Top Venues

Publications

John Pougué-Biyong, Akshay Gupta, Aria Haghighi, Ahmed El-Kishky
Learning Stance Embeddings from Signed Social Graphs. WSDM (2023)
Ayesha Qamar, Chetan Verma, Ahmed El-Kishky, Sumit Binnani, Sneha Mehta, Taylor Berg-Kirkpatrick
URL-BERT: Training Webpage Representations via Social Media Engagements. CoRR (2023)
Xinyang Zhang, Yury Malkov, Omar Florez, Serim Park, Brian McWilliams, Jiawei Han, Ahmed El-Kishky
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter. KDD (2023)
Niloofar Mireshghallah, Nikolai Vogler, Junxian He, Omar Florez, Ahmed El-Kishky, Taylor Berg-Kirkpatrick
Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN. EMNLP (2023)
Ahmed El-Kishky, Thomas Markovich, Kenny Leung, Frank Portman, Aria Haghighi, Ying Xiao
bfkNN-Embed: Locally Smoothed Embedding Mixtures for Multi-interest Candidate Retrieval. PAKDD (3) (2023)
Ahmed El-Kishky, Thomas Markovich, Serim Park, Chetan Verma, Baekjin Kim, Ramy Eskander, Yury Malkov, Frank Portman, Sofía Samaniego, Ying Xiao, Aria Haghighi
TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation. CoRR (2022)
Jinning Li, Shubhanshu Mishra, Ahmed El-Kishky, Sneha Mehta, Vivek Kulkarni
NTULM: Enriching Social Media Text Representations with Non-Textual Units. W-NUT@COLING (2022)
Ahmed El-Kishky, Michael M. Bronstein, Ying Xiao, Aria Haghighi
Graph-based Representation Learning for Web-scale Recommender Systems. KDD (2022)
Jinning Li, Shubhanshu Mishra, Ahmed El-Kishky, Sneha Mehta, Vivek Kulkarni
NTULM: Enriching Social Media Text Representations with Non-Textual Units. CoRR (2022)
Ahmed El-Kishky, Thomas Markovich, Serim Park, Chetan Verma, Baekjin Kim, Ramy Eskander, Yury Malkov, Frank Portman, Sofía Samaniego, Ying Xiao, Aria Haghighi
TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation. KDD (2022)
Fatemehsadat Mireshghallah, Nikolai Vogler, Junxian He, Omar Florez, Ahmed El-Kishky, Taylor Berg-Kirkpatrick
Non-Parametric Temporal Adaptation for Social Media Topic Classification. CoRR (2022)
Ahmed El-Kishky, Thomas Markovich, Kenny Leung, Frank Portman, Aria Haghighi, Ying Xiao
kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval. CoRR (2022)
Frank Portman, Stephen Ragain, Ahmed El-Kishky
MiCRO: Multi-interest Candidate Retrieval Online. CoRR (2022)
John Pougué-Biyong, Akshay Gupta, Aria Haghighi, Ahmed El-Kishky
Learning Stance Embeddings from Signed Social Graphs. CoRR (2022)
Xinyang Zhang, Yury Malkov, Omar Florez, Serim Park, Brian McWilliams, Jiawei Han, Ahmed El-Kishky
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations. CoRR (2022)
Ahmed El-Kishky, Adithya Renduchintala, James Cross, Francisco Guzmán, Philipp Koehn
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment. EMNLP (1) (2021)
Ahmed El-Kishky, Adi Renduchintala, James Cross, Francisco Guzmán, Philipp Koehn
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment. CoRR (2021)
Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Lucia Specia, Francisco Guzmán
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. EMNLP (1) (2021)
Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Benjamin I. P. Rubinstein, Trevor Cohn
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation. CoRR (2021)
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Michael Auli, Armand Joulin
Beyond English-Centric Multilingual Machine Translation. J. Mach. Learn. Res. 22 (2021)
Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Yuqing Tang, Benjamin I. P. Rubinstein, Trevor Cohn
Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning. ACL/IJCNLP (Findings) (2021)
Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia
Quality Estimation without Human-labeled Data. CoRR (2021)
Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Benjamin I. P. Rubinstein, Trevor Cohn
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation. ACL/IJCNLP (Findings) (2021)
Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Francisco Guzmán, Lucia Specia
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. CoRR (2021)
Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona T. Diab
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. ACL/IJCNLP (1) (2021)
Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona T. Diab
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. CoRR (2021)
Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Yuqing Tang, Benjamin I. P. Rubinstein, Trevor Cohn
Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning. CoRR (2021)
Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia
Quality Estimation without Human-labeled Data. EACL (2021)
Denise Díaz, James Cross, Vishrav Chaudhary, Ahmed El-Kishky, Philipp Koehn
A Survey of Qualitative Error Analysis for Neural Machine Translation Systems. AMTA (2) (2020)
Ahmed El-Kishky, Francisco Guzmán
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance. AACL/IJCNLP (2020)
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin
Beyond English-Centric Multilingual Machine Translation. CoRR (2020)
Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, Philipp Koehn
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs. EMNLP (1) (2020)
Ahmed El-Kishky, Philipp Koehn, Holger Schwenk
Searching the Web for Cross-lingual Parallel Data. SIGIR (2020)
Philipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky, Naman Goyal, Peng-Jen Chen, Francisco Guzmán
Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment. WMT@EMNLP (2020)
Ahmed El-Kishky, Francisco Guzmán
Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance. CoRR (2020)
David Golub, Ahmed El-Kishky, Roberto Martín-Martín
Leveraging Pretrained Image Classifiers for Language-Based Segmentation. WACV (2020)
Shuo Sun, Marina Fomicheva, Frédéric Blain, Vishrav Chaudhary, Ahmed El-Kishky, Adithya Renduchintala, Francisco Guzmán, Lucia Specia
An Exploratory Study on Multilingual Quality Estimation. AACL/IJCNLP (2020)
Ahmed El-Kishky, Xingyu Fu, Aseel Addawood, Nahil A. Sobh, Clare R. Voss, Jiawei Han
Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings. WANLP@ACL 2019 (2019)
Ahmed El-Kishky, Frank F. Xu, Aston Zhang, Jiawei Han
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings. CoRR (2019)
Ahmed El-Kishky, Frank F. Xu, Aston Zhang, Jiawei Han
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings. IEEE BigData (2019)
Hyungsul Kim, Ahmed El-Kishky, Xiang Ren, Jiawei Han
Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach. CoRR (2019)
Hyungsul Kim, Ahmed El-Kishky, Xiang Ren, Jiawei Han
Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach. IEEE BigData (2019)
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato
Facebook AI's WAT19 Myanmar-English Translation Task Submission. CoRR (2019)
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato
Facebook AI's WAT19 Myanmar-English Translation Task Submission. WAT@EMNLP-IJCNLP (2019)
Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Ahmed El-Kishky, Jiawei Han
Integrating Local Context and Global Cohesiveness for Open Information Extraction. WSDM (2019)
David Golub, Roberto Martín-Martín, Ahmed El-Kishky, Silvio Savarese
Leveraging Pretrained Image Classifiers for Language-Based Segmentation. CoRR (2019)
Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, Philipp Koehn
A Massive Collection of Cross-Lingual Web-Document Pairs. CoRR (2019)
Doris Xin, Ahmed El-Kishky, De Liao, Brandon Norick, Jiawei Han
Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach. ICDM (2018)
Xiang Ren, Ahmed El-Kishky, Heng Ji, Jiawei Han
Automatic Entity Recognition and Typing in Massive Text Data. SIGMOD Conference (2016)
Xiang Ren, Ahmed El-Kishky, Chi Wang, Jiawei Han
Automatic Entity Recognition and Typing in Massive Text Corpora. WWW (Companion Volume) (2016)
Xiang Ren, Ahmed El-Kishky, Chi Wang, Jiawei Han
Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach. KDD (2015)
Xiang Ren, Ahmed El-Kishky, Chi Wang, Fangbo Tao, Clare R. Voss, Jiawei Han
ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering. KDD (2015)
Chenguang Wang, Yangqiu Song, Ahmed El-Kishky, Dan Roth, Ming Zhang, Jiawei Han
Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks. KDD (2015)
Jiawei Han, Chi Wang, Ahmed El-Kishky
Bringing structure to text: mining phrases, entities, topics, and hierarchies. KDD (2014)
Fangbo Tao, George Brova, Jiawei Han, Heng Ji, Chi Wang, Brandon Norick, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun
NewsNetExplorer: automatic construction and exploration of news information networks. SIGMOD Conference (2014)
Ahmed El-Kishky, Yanglei Song, Chi Wang, Clare R. Voss, Jiawei Han
Scalable Topical Phrase Mining from Text Corpora. CoRR (2014)
Ahmed El-Kishky, Yanglei Song, Chi Wang, Clare R. Voss, Jiawei Han
Scalable Topical Phrase Mining from Text Corpora. Proc. VLDB Endow. 8 (3) (2014)
Ahmed El-Kishky
Assessing entropy and fractal dimensions as discriminants of seizures in EEG time series. ISSPA (2012)