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ORCIDMuhammad Khalifa
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2020 – today
- 2024
[c14]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: 15637-15653- [c13]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: 8050-8094 - [c12]Xin Liu, Muhammad Khalifa, Lu Wang:
LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses. ICLR 2024 - [i18]Muhammad Khalifa, David Wadden, Emma Strubell, Honglak Lee, Lu Wang, Iz Beltagy, Hao Peng:
Source-Aware Training Enables Knowledge Attribution in Language Models. CoRR abs/2404.01019 (2024) - [i17]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 abs/2404.17140 (2024) - [i16]Nathaniel Weir, Muhammad Khalifa, Linlu Qiu, Orion Weller, Peter Clark:
Learning to Reason via Program Generation, Emulation, and Search. CoRR abs/2405.16337 (2024) - 2023
- [c11]Xin Liu, Muhammad Khalifa, Lu Wang:
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases. ACL (2) 2023: 186-200 - [c10]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: 7499-7508 - [c9]Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang:
Few-shot Reranking for Multi-hop QA via Language Model Prompting. ACL (1) 2023: 15882-15897 - [c8]Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang:
Merging Generated and Retrieved Knowledge for Open-Domain QA. EMNLP 2023: 4710-4728 - [c7]Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang:
GRACE: Discriminator-Guided Chain-of-Thought Reasoning. EMNLP (Findings) 2023: 15299-15328 - [i15]Xin Liu, Muhammad Khalifa, Lu Wang:
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases. CoRR abs/2305.12018 (2023) - [i14]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 abs/2305.12544 (2023) - [i13]Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang:
Discriminator-Guided Multi-step Reasoning with Language Models. CoRR abs/2305.14934 (2023) - [i12]Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang:
Exploring Demonstration Ensembling for In-context Learning. CoRR abs/2308.08780 (2023) - [i11]Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang:
Merging Generated and Retrieved Knowledge for Open-Domain QA. CoRR abs/2310.14393 (2023) - [i10]Xin Liu, Muhammad Khalifa, Lu Wang:
LitCab: Lightweight Calibration of Language Models on Outputs of Varied Lengths. CoRR abs/2310.19208 (2023) - 2022
- [c6]Muhammad Khalifa, Aminul Islam:
Book Success Prediction with Pretrained Sentence Embeddings and Readability Scores. HICSS 2022: 1-8 - [i9]Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang:
LEPUS: Prompt-based Unsupervised Multi-hop Reranking for Open-domain QA. CoRR abs/2205.12650 (2022) - [i8]Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros:
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents. CoRR abs/2210.05613 (2022) - [i7]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 abs/2211.04903 (2022) - 2021
- [c5]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: 769-782 - [c4]Muhammad Khalifa, Miguel Ballesteros, Kathleen R. McKeown:
A Bag of Tricks for Dialogue Summarization. EMNLP (1) 2021: 8014-8022 - [c3]Muhammad Khalifa, Hady Elsahar, Marc Dymetman:
A Distributional Approach to Controlled Text Generation. ICLR 2021 - [c2]Mustafa Jarrar, Eman Karajah, Muhammad Khalifa, Khaled Shaalan:
Extracting Synonyms from Bilingual Dictionaries. GWC 2021: 215-222 - [i6]Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan:
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling. CoRR abs/2101.04758 (2021) - [i5]Muhammad Khalifa, Hesham Hassan, Aly Fahmy:
Zero-Resource Multi-Dialectal Arabic Natural Language Understanding. CoRR abs/2104.06591 (2021) - [i4]Muhammad Khalifa, Miguel Ballesteros, Kathleen R. McKeown:
A Bag of Tricks for Dialogue Summarization. CoRR abs/2109.08232 (2021) - 2020
- [i3]Muhammad Khalifa, Aminul Islam:
Will Your Forthcoming Book be Successful? Predicting Book Success with CNN and Readability Scores. CoRR abs/2007.11073 (2020) - [i2]Mustafa Jarrar, Eman Karajah, Muhammad Khalifa, Khaled Shaalan:
Extracting Synonyms from Bilingual Dictionaries. CoRR abs/2012.00600 (2020) - [i1]Muhammad Khalifa, Hady Elsahar, Marc Dymetman:
A Distributional Approach to Controlled Text Generation. CoRR abs/2012.11635 (2020)
2010 – 2019
- 2019
- [j2]Muhammad Khalifa, Khaled Shaalan:
Character convolutions for Arabic Named Entity Recognition with Long Short-Term Memory Networks. Comput. Speech Lang. 58: 335-346 (2019) - [j1]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) - [c1]Muhammad Khalifa, Noura Hussein:
Ensemble Learning for Irony Detection in Arabic Tweets. FIRE (Working Notes) 2019: 433-438
Coauthor Index
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last updated on 2024-10-07 21:16 CEST by the dblp team
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