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Muhammad Khalifa
Muhammad Khalifa
CSE Department, University of Michigan
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
A Distributional Approach to Controlled Text Generation
M Khalifa, H Elsahar, M Dymetman
ICLR 2021, 2020
932020
Character Convolutions for Arabic Named Entity Recognition with Long Short-Term Memory Networks
M Khalifa, K Shaalan
Computer Speech & Language 58, 335-346, 2019
552019
Ensemble Learning for Irony Detection in Arabic Tweets
M Khalifa, N Hussein
FIRE (Working Notes), 433-438, 2019
262019
A Bag of Tricks for Dialogue Summarization
M Khalifa, M Ballesteros, K Mckeown
EMNLP 2021, 2021
212021
Extracting Synonyms from Bilingual Dictionaries
M Jarrar, E Karajah, M Khalifa, K Shaalan
Global Wordnet Conference 2021, 2020
192020
A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models
O Ignat, Z Jin, A Abzaliev, L Biester, S Castro, N Deng, X Gao, A Gunal, ...
arXiv preprint arXiv:2305.12544, 2023
102023
Self-training pre-trained language models for zero-and few-shot multi-dialectal Arabic sequence labeling
M Khalifa, M Abdul-Mageed, K Shaalan
EACL 2021, 2021
102021
GRACE: Discriminator-Guided Chain-of-Thought Reasoning
M Khalifa, L Logeswaran, M Lee, H Lee, L Wang
EMNLP 2023 - Findings, 2023
9*2023
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
X Liu, M Khalifa, L Wang
ACL 2023, 2023
72023
Merging Generated and Retrieved Knowledge for Open-Domain QA
Y Zhang, M Khalifa, L Logeswaran, M Lee, H Lee, L Wang
EMNLP 2023, 2023
52023
Few-shot Reranking for Multi-hop QA via Language Model Prompting
M Khalifa, L Logeswaran, M Lee, H Lee, L Wang
ACL 2023, 2022
3*2022
Book Success Prediction with Pretrained Sentence Embeddings and Readability Scores
M Khalifa, A Islam
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
3*2022
LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths
X Liu, M Khalifa, L Wang
ICLR 2024, 2023
22023
Exploring Demonstration Ensembling for In-context Learning
M Khalifa, L Logeswaran, M Lee, H Lee, L Wang
ICLR 2023 Workshop on Mathematical and Empirical Understanding of Foundation …, 2023
22023
Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
H Hardy, M Ballesteros, F Ladhak, M Khalifa, V Castelli, K McKeown
arXiv preprint arXiv:2211.04903, 2022
12022
Lightweight Language Model Calibration for Open-ended Question Answering with Varied Answer Lengths
X Liu, M Khalifa, L Wang
The Twelfth International Conference on Learning Representations, 2023
2023
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents
M Khalifa, Y Vyas, S Wang, G Horwood, S Mallya, M Ballesteros
ACL 2023 - Findings, 2022
2022
Method and system for controlling distributions of attributes in language models for text generation
M Dymetman, H Elsahar, M Khalifa
US Patent App. 17/391,178, 2022
2022
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