Dafna Shahaf
20 papers · 2016–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (47) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(7)
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
🗃️
Keyword Collector
(107)
Top co-authors
Research topics
Machine Learning
(14)
Artificial Intelligence
(13)
Natural Language Processing
(12)
Core AI
(11)
Core Methods
(9)
Deep Learning
(5)
Applications · Natural Language Processing
(5)
Understanding
(5)
Knowledge & Reasoning
(4)
Learning Types
(4)
Interdisciplinary
(3)
Computer Science
(2)
Computer Vision
(2)
Application Areas
(2)
Applications · Computer Science
(2)
Keywords
large language model
(4)
text classification
(3)
analogical reasoning
(3)
natural language understanding
(3)
representation learning
(2)
knowledge graph
(2)
entity mapping
(2)
semantic analysis
(2)
procedural text
(2)
humor detection
(2)
natural language processing
(1)
social media analysis
(1)
information extraction
(1)
knowledge representation
(1)
in-context learning
(1)
few-shot learning
(1)
knowledge distillation
(1)
semantic representation
(1)
dataset creation
(1)
zero-shot learning
(1)
Papers
Finding your MUSE: Mining Unexpected Solutions Engine
EMNLP 2025
Imitation of Life: A Search Engine for Biologically Inspired Design
AAAI 2024
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies
NAACL 2024
Towards Translating Objective Product Attributes Into Customer Language
NAACL 2024
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications
EMNLP 2024
FAME: Flexible, Scalable Analogy Mappings Engine
EMNLP 2023
IRFL: Image Recognition of Figurative Language
EMNLP 2023
Towards Concept-Aware Large Language Models
EMNLP 2023
VASR: Visual Analogies of Situation Recognition
AAAI 2023
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
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
Catchphrase: Automatic Detection of Cultural References
ACL 2021
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements
ACL 2021
Coming to Terms: Automatic Formation of Neologisms in Hebrew
EMNLP 2020
Language (Re)modelling: Towards Embodied Language Understanding
ACL 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