Ahmed El-Kishky

Orcid: 0000-0003-0121-7781

Affiliations:
  • University of Illinois at Urbana Champaign, Department of Computer Science, IL, USA


According to our database1, Ahmed El-Kishky authored at least 45 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
URL-BERT: Training Webpage Representations via Social Media Engagements.
CoRR, 2023

Learning Stance Embeddings from Signed Social Graphs.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

bfkNN-Embed: Locally Smoothed Embedding Mixtures for Multi-interest Candidate Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
MiCRO: Multi-interest Candidate Retrieval Online.
CoRR, 2022

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations.
CoRR, 2022

Non-Parametric Temporal Adaptation for Social Media Topic Classification.
CoRR, 2022

kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval.
CoRR, 2022

TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Graph-based Representation Learning for Web-scale Recommender Systems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

NTULM: Enriching Social Media Text Representations with Non-Textual Units.
Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

2021
Beyond English-Centric Multilingual Machine Translation.
J. Mach. Learn. Res., 2021

Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Quality Estimation without Human-labeled Data.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Text mining at multiple granularity: leveraging subwords, words, phrases, and sentences
PhD thesis, 2020

Beyond English-Centric Multilingual Machine Translation.
CoRR, 2020

Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment.
Proceedings of the Fifth Conference on Machine Translation, 2020

Leveraging Pretrained Image Classifiers for Language-Based Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Searching the Web for Cross-lingual Parallel Data.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

An Exploratory Study on Multilingual Quality Estimation.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Survey of Qualitative Error Analysis for Neural Machine Translation Systems.
Proceedings of the 14th Conference of the Association for Machine Translation in the Americas, 2020

2019
A Massive Collection of Cross-Lingual Web-Document Pairs.
CoRR, 2019

Leveraging Pretrained Image Classifiers for Language-Based Segmentation.
CoRR, 2019

Integrating Local Context and Global Cohesiveness for Open Information Extraction.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings.
Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Facebook AI's WAT19 Myanmar-English Translation Task Submission.
Proceedings of the 6th Workshop on Asian Translation, 2019

2018
Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach.
Proceedings of the IEEE International Conference on Data Mining, 2018

2016
Automatic Entity Recognition and Typing in Massive Text Corpora.
Proceedings of the 25th International Conference on World Wide Web, 2016

Automatic Entity Recognition and Typing in Massive Text Data.
Proceedings of the 2016 International Conference on Management of Data, 2016

2015
Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014
Scalable Topical Phrase Mining from Text Corpora.
Proc. VLDB Endow., 2014

NewsNetExplorer: automatic construction and exploration of news information networks.
Proceedings of the International Conference on Management of Data, 2014

Bringing structure to text: mining phrases, entities, topics, and hierarchies.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2012
Assessing entropy and fractal dimensions as discriminants of seizures in EEG time series.
Proceedings of the 11th International Conference on Information Science, 2012


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