Muhammad Khalifa
15 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (5)
🌍
Conference Polyglot
(6)
🌈
Renaissance Researcher
(5)
👥
Mega-Team
(22)
🌱
Topic Pioneer
❓
The Questioner
💎
Century Club
(15)
🗃️
Keyword Collector
(67)
⚡
Prolific Year
(5)
Conferences
ACL (5)
EMNLP (4)
EACL (2)
ICLR (2)
COLING (1)
NIPS (1)
Top co-authors
Keywords
language model
(5)
large language model
(3)
contrastive learning
(2)
few-shot learning
(2)
mathematical reasoning
(1)
factual accuracy
(1)
zero-shot learning
(1)
autoregressive model
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
text summarization
(1)
code generation
(1)
context understanding
(1)
program synthesis
(1)
speaker recognition
(1)
question answering
(1)
part-of-speech tagging
(1)
document classification
(1)
arabic dialect
(1)
multilingual nlp
(1)
Papers
On Many-Shot In-Context Learning for Long-Context Evaluation
ACL 2025
FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs
EMNLP 2025
Learning to Reason via Program Generation, Emulation, and Search
NIPS 2024
Small Language Models Need Strong Verifiers to Self-Correct Reasoning
ACL 2024
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
COLING 2024
LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses
ICLR 2024
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
ACL 2023
Merging Generated and Retrieved Knowledge for Open-Domain QA
EMNLP 2023
GRACE: Discriminator-Guided Chain-of-Thought Reasoning
EMNLP 2023
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents
ACL 2023
Few-shot Reranking for Multi-hop QA via Language Model Prompting
ACL 2023
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling
EACL 2021
Extracting Synonyms from Bilingual Dictionaries
EACL 2021
A Bag of Tricks for Dialogue Summarization
EMNLP 2021
A Distributional Approach to Controlled Text Generation
ICLR 2021