Dafna Shahaf

22 papers · 2016–2025 · 6 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (50) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🏃 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

Chen Shani (5) Ronen Tamari (4) Oren Sultan (4) Ron Yosef (3) Yonatan Bitton (3) Nadav Borenstein (3) Nir Sweed (3) Joel Chan (2) Kyle Richardson (2) Aniket Kittur (2)

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