Ahmed El-Kishky

发表

NAACL HLT 2018 Subword and Character LEvel Models in NLP Proceedings of the Second Workshop

Frank F. Xu, Stephen Macke, June, 2018 .

Corpus Local Consistent Extraction Global Cohesiveness Error Pruning Head Entity Predicate Tail Entity Cohesiveness

Jiawei Han, Jingbo Shang, Xiang Ren, 2018 .

Entity Typing : A Critical Step for Mining Structures from Massive Unstructured Text

Clare R. Voss, Jiawei Han, Xiang Ren, 2016 .

kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval

A. Haghighi, Ahmed El-Kishky, Frank Portman, 2022, 2205.06205.

kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval

A. Haghighi, Ahmed El-Kishky, Frank Portman, 2022, PAKDD.

Non-Parametric Temporal Adaptation for Social Media Topic Classification

Omar U. Florez, Taylor Berg-Kirkpatrick, Ahmed El-Kishky, 2022, ArXiv.

MiCRO: Multi-interest Candidate Retrieval Online

Ahmed El-Kishky, Frank Portman, Stephen Ragain, 2022, 2210.16271.

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations

Omar U. Florez, Brian McWilliams, Yury Malkov, 2022, 2209.07562.

Entity Typing : A Critical Step for Mining Structures from Massive Unstructured Text

Clare R. Voss, Jiawei Han, Xiang Ren, 2016 .

Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks

Dan Roth, Yangqiu Song, Ming Zhang, 2015, KDD.

Beyond English-Centric Multilingual Machine Translation pdf

Holger Schwenk, Vishrav Chaudhary, Ahmed El-Kishky, 2020, J. Mach. Learn. Res..

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter

Omar U. Florez, Brian McWilliams, Yury Malkov, 2022, KDD.

Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data pdf

Pascale Fung, Vishrav Chaudhary, Ahmed El-Kishky, 2021, ACL.

A Massive Collection of Cross-Lingual Web-Document Pairs

Philipp Koehn, Vishrav Chaudhary, Ahmed El-Kishky, 2019, EMNLP.

NTULM: Enriching Social Media Text Representations with Non-Textual Units

Vivek Kulkarni, Jinning Li, Ahmed El-Kishky, 2022, WNUT.

Graph-based Representation Learning for Web-scale Recommender Systems

A. Haghighi, Ahmed El-Kishky, Ying Xiao, 2022, KDD.

TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation

A. Haghighi, R. Eskander, Yury Malkov, 2022, KDD.

Learning Stance Embeddings from Signed Social Graphs

A. Haghighi, Ahmed El-Kishky, A. Gupta, 2022, WSDM.

Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications pdf

Vishrav Chaudhary, Shuo Sun, Francisco Guzm'an, 2021, EMNLP.

Putting words into the system’s mouth: A targeted attack on neural machine translation using monolingual data poisoning

Benjamin I. P. Rubinstein, Trevor Cohn, Francisco Guzmán, 2021, FINDINGS.

Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach

Ahmed El-Kishky, Jiawei Han, Doris Xin, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings

Ahmed El-Kishky, Jiawei Han, Frank F. Xu, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Entropy-Based Subword Mining with an Application to Word Embeddings

Ahmed El-Kishky, Stephen Macke, Jiawei Han, 2018 .

Facebook AI’s WAT19 Myanmar-English Translation Task Submission pdf

Peng-Jen Chen, Jiajun Shen, Matt Le, 2019, EMNLP.

Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach

Xiang Ren, Ahmed El-Kishky, Jiawei Han, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Scalable Topical Phrase Mining from Text Corpora pdf

Clare R. Voss, Ahmed El-Kishky, Chi Wang, 2014, Proc. VLDB Endow..

Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment

Philipp Koehn, Peng-Jen Chen, Vishrav Chaudhary, 2020, WMT.

Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover’s Distance

Francisco Guzmán, Ahmed El-Kishky, 2020, AACL.

Non-Parametric Temporal Adaptation for Social Media Topic Classification

Omar U. Florez, Taylor Berg-Kirkpatrick, Ahmed El-Kishky, 2022, 2209.05706.

Quality Estimation without Human-labeled Data

Lucia Specia, Vishrav Chaudhary, Ahmed El-Kishky, 2021, EACL.

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter

Omar U. Florez, Yury Malkov, Xinyang Zhang, 2022, KDD.

XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment

Ahmed El-Kishky, Philipp Koehn, James Cross, 2021, EMNLP.

ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering

Clare R. Voss, Xiang Ren, Ahmed El-Kishky, 2015, KDD.

Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN

Ahmed El-Kishky, Nikolai Vogler, Niloofar Mireshghallah, 2023, EMNLP.

Assessing entropy and fractal dimensions as discriminants of seizures in EEG time series

Ahmed El-Kishky, Ahmed El-Kishky, 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA).