Dafna Shahaf
22 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (9) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (9)
🏃
Academic Marathon
(9)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(9)
🏆
Keyword Champion
(2)
🔥
Unstoppable
(8)
💎
Century Club
(22)
❓
The Questioner
(2)
🗃️
Keyword Collector
(112)
Conferences
EMNLP (9)
NAACL (4)
ACL (3)
AAAI (2)
IJCAI (2)
IJCNLP (2)
Top co-authors
Keywords
text classification
(5)
large language model
(4)
semantic analysis
(3)
analogical reasoning
(3)
humor detection
(3)
natural language understanding
(3)
representation learning
(2)
procedural text
(2)
snowclone detection
(2)
cultural reference detection
(2)
pop culture
(2)
social media analysis
(2)
knowledge graph
(2)
entity mapping
(2)
knowledge representation
(1)
information extraction
(1)
natural language processing
(1)
in-context learning
(1)
few-shot learning
(1)
knowledge distillation
(1)
Papers
Finding your MUSE: Mining Unexpected Solutions Engine
EMNLP 2025
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications
EMNLP 2024
Imitation of Life: A Search Engine for Biologically Inspired Design
AAAI 2024
Towards Translating Objective Product Attributes Into Customer Language
NAACL 2024
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies
NAACL 2024
Towards Concept-Aware Large Language Models
EMNLP 2023
FAME: Flexible, Scalable Analogy Mappings Engine
EMNLP 2023
IRFL: Image Recognition of Figurative Language
EMNLP 2023
VASR: Visual Analogies of Situation Recognition
AAAI 2023
Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking
NAACL 2022
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes
EMNLP 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs
EMNLP 2022
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game
EMNLP 2022
Catchphrase: Automatic Detection of Cultural References
ACL 2021
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements
IJCNLP 2021
Catchphrase: Automatic Detection of Cultural References
IJCNLP 2021
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements
ACL 2021
Language (Re)modelling: Towards Embodied Language Understanding
ACL 2020
Coming to Terms: Automatic Formation of Neologisms in Hebrew
EMNLP 2020
Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text
NAACL 2019
Accelerating Innovation Through Analogy Mining
IJCAI 2018
A Hard Look at Soft Concepts
IJCAI 2016