Muhammad Khalifa

About Muhammad Khalifa

Muhammad Khalifa, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Cairo University, specializes in the field of Natural Language Processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Small Language Models Need Strong Verifiers to Self-Correct Reasoning

Source-Aware Training Enables Knowledge Attribution in Language Models

LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths

Merging Generated and Retrieved Knowledge for Open-Domain QA

GRACE: Discriminator-Guided Chain-of-Thought Reasoning

BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases

Exploring Demonstration Ensembling for In-context Learning

Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection

Muhammad Khalifa Information

University

Position

Computer Science Department

Citations(all)

247

Citations(since 2020)

247

Cited By

29

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Muhammad Khalifa Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Muhammad Khalifa

Small Language Models Need Strong Verifiers to Self-Correct Reasoning

arXiv preprint arXiv:2404.17140

2024/4/26

Source-Aware Training Enables Knowledge Attribution in Language Models

arXiv preprint arXiv:2404.01019

2024/4/1

LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths

ICLR 2024

2023/10/30

Xin Liu
Xin Liu

H-Index: 3

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

Lu Wang
Lu Wang

H-Index: 6

Merging Generated and Retrieved Knowledge for Open-Domain QA

EMNLP 2023

2023/10/22

GRACE: Discriminator-Guided Chain-of-Thought Reasoning

EMNLP 2023 - Findings

2023/5/24

BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases

arXiv preprint arXiv:2305.12018

2023/5/19

Xin Liu
Xin Liu

H-Index: 3

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

Lu Wang
Lu Wang

H-Index: 6

Exploring Demonstration Ensembling for In-context Learning

2023

Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection

arXiv preprint arXiv:2211.04903

2022/11/9

Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents

ACL 2023 - Findings

2022/10/11

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

Shuai Wang
Shuai Wang

H-Index: 13

Few-shot Reranking for Multi-hop QA via Language Model Prompting

ACL 2023

2022/5/25

Method and system for controlling distributions of attributes in language models for text generation

2022/4/7

Book Success Prediction with Pretrained Sentence Embeddings and Readability Scores

2022/1

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

Aminul Islam
Aminul Islam

H-Index: 1

A Bag of Tricks for Dialogue Summarization

arXiv preprint arXiv:2109.08232

2021/9/16

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

Kathleen Mckeown
Kathleen Mckeown

H-Index: 39

Self-training pre-trained language models for zero-and few-shot multi-dialectal Arabic sequence labeling

EACL 2021

2021/1

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

A Distributional Approach to Controlled Text Generation

ICLR 2021

2020/12/21

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

Extracting Synonyms from Bilingual Dictionaries

Global Wordnet Conference 2021

2020/12/1

Mustafa Jarrar
Mustafa Jarrar

H-Index: 15

Muhammad Khalifa
Muhammad Khalifa

H-Index: 2

See List of Professors in Muhammad Khalifa University(Cairo University)

Co-Authors

academic-engine