Muhammad Khalifa

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 34

Top Topics

Test Collection

Natural Language

Sequence Labeling

Top Venues

Publications

Muhammad Khalifa, David Wadden, Emma Strubell, Honglak Lee, Lu Wang, Iz Beltagy, Hao Peng
Source-Aware Training Enables Knowledge Attribution in Language Models. CoRR (2024)
Nathaniel Weir, Muhammad Khalifa, Linlu Qiu, Orion Weller, Peter Clark
Learning to Reason via Program Generation, Emulation, and Search. CoRR (2024)
Xin Liu, Muhammad Khalifa, Lu Wang
LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses. ICLR (2024)
Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang
Small Language Models Need Strong Verifiers to Self-Correct Reasoning. CoRR (2024)
Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang
Small Language Models Need Strong Verifiers to Self-Correct Reasoning. ACL (Findings) (2024)
Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan Nwatu, Verónica Pérez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models. LREC/COLING (2024)
Xin Liu, Muhammad Khalifa, Lu Wang
LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths. CoRR (2023)
Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
Merging Generated and Retrieved Knowledge for Open-Domain QA. CoRR (2023)
Xin Liu, Muhammad Khalifa, Lu Wang
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases. CoRR (2023)
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
Few-shot Reranking for Multi-hop QA via Language Model Prompting. ACL (1) (2023)
Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents. ACL (Findings) (2023)
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
GRACE: Discriminator-Guided Chain-of-Thought Reasoning. EMNLP (Findings) (2023)
Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
Merging Generated and Retrieved Knowledge for Open-Domain QA. EMNLP (2023)
Xin Liu, Muhammad Khalifa, Lu Wang
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases. ACL (2) (2023)
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
Exploring Demonstration Ensembling for In-context Learning. CoRR (2023)
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
Discriminator-Guided Multi-step Reasoning with Language Models. CoRR (2023)
Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan Nwatu, Verónica Pérez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea
A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models. CoRR (2023)
Muhammad Khalifa, Aminul Islam
Book Success Prediction with Pretrained Sentence Embeddings and Readability Scores. HICSS (2022)
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang
LEPUS: Prompt-based Unsupervised Multi-hop Reranking for Open-domain QA. CoRR (2022)
Hardy Hardy, Miguel Ballesteros, Faisal Ladhak, Muhammad Khalifa, Vittorio Castelli, Kathleen R. McKeown
Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection. CoRR (2022)
Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents. CoRR (2022)
Muhammad Khalifa, Hesham Hassan, Aly Fahmy
Zero-Resource Multi-Dialectal Arabic Natural Language Understanding. CoRR (2021)
Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling. EACL (2021)
Muhammad Khalifa, Miguel Ballesteros, Kathleen R. McKeown
A Bag of Tricks for Dialogue Summarization. CoRR (2021)
Muhammad Khalifa, Hady Elsahar, Marc Dymetman
A Distributional Approach to Controlled Text Generation. ICLR (2021)
Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling. CoRR (2021)
Muhammad Khalifa, Miguel Ballesteros, Kathleen R. McKeown
A Bag of Tricks for Dialogue Summarization. EMNLP (1) (2021)
Mustafa Jarrar, Eman Karajah, Muhammad Khalifa, Khaled Shaalan
Extracting Synonyms from Bilingual Dictionaries. GWC (2021)
Muhammad Khalifa, Aminul Islam
Will Your Forthcoming Book be Successful? Predicting Book Success with CNN and Readability Scores. CoRR (2020)
Mustafa Jarrar, Eman Karajah, Muhammad Khalifa, Khaled Shaalan
Extracting Synonyms from Bilingual Dictionaries. CoRR (2020)
Muhammad Khalifa, Hady Elsahar, Marc Dymetman
A Distributional Approach to Controlled Text Generation. CoRR (2020)
Muhammad Khalifa, Khaled Shaalan
Character convolutions for Arabic Named Entity Recognition with Long Short-Term Memory Networks. Comput. Speech Lang. 58 (2019)
Linjing Tong, Yangyang Liu, Qian Wang, Zhaoying Zhang, Jianlong Li, Zhengguo Sun, Muhammad Khalifa
Relative effects of climate variation and human activities on grassland dynamics in Africa from 2000 to 2015. Ecol. Informatics 53 (2019)
Muhammad Khalifa, Noura Hussein
Ensemble Learning for Irony Detection in Arabic Tweets. FIRE (Working Notes) (2019)