A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Alkan, Atilla Kaan, Sourav, Shashwat, Jablonska, Maja, Astarita, Simone, Chakrabarty, Rishabh, Garuda, Nikhil, Khetarpal, Pranav, Pióro, Maciej, Tanoglidis, Dimitrios, Iyer, Kartheik G., Polimera, Mugdha S., Smith, Michael J., Ghosal, Tirthankar, Huertas-Company, Marc, Kruk, Sandor, Schawinski, Kevin, Ciucă, Ioana |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AstroLLaVA: towards the unification of astronomical data and natural language
by: Zaman, Sharaf, et al.
Published: (2025)
by: Zaman, Sharaf, et al.
Published: (2025)
pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy
by: Iyer, Kartheik G., et al.
Published: (2024)
by: Iyer, Kartheik G., et al.
Published: (2024)
Sparks of Science: Hypothesis Generation Using Structured Paper Data
by: O'Neill, Charles, et al.
Published: (2025)
by: O'Neill, Charles, et al.
Published: (2025)
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets
by: Perkowski, Ernest, et al.
Published: (2024)
by: Perkowski, Ernest, et al.
Published: (2024)
Pediatric lung ultrasound
by: Ioana Ciuca
Published: (2024)
by: Ioana Ciuca
Published: (2024)
Delving into the Utilisation of ChatGPT in Scientific Publications in Astronomy
by: Astarita, Simone, et al.
Published: (2024)
by: Astarita, Simone, et al.
Published: (2024)
Supernova Event Dataset: Interpreting Large Language Models' Personality through Critical Event Analysis
by: Agarwal, Pranav, et al.
Published: (2025)
by: Agarwal, Pranav, et al.
Published: (2025)
Designing an Evaluation Framework for Large Language Models in Astronomy Research
by: Wu, John F., et al.
Published: (2024)
by: Wu, John F., et al.
Published: (2024)
Do Lexical and Contextual Coreference Resolution Systems Degrade Differently under Mention Noise? An Empirical Study on Scientific Software Mentions
by: Alkan, Atilla Kaan, et al.
Published: (2026)
by: Alkan, Atilla Kaan, et al.
Published: (2026)
The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypothesis Generation?
by: Sourav, Shashwat, et al.
Published: (2026)
by: Sourav, Shashwat, et al.
Published: (2026)
At First Sight: Zero-Shot Classification of Astronomical Images with Large Multimodal Models
by: Tanoglidis, Dimitrios, et al.
Published: (2024)
by: Tanoglidis, Dimitrios, et al.
Published: (2024)
Complement Submodular Information Measures for Balanced and Robust Data Selection
by: Iyer, Rishabh
Published: (2026)
by: Iyer, Rishabh
Published: (2026)
Explicit Entropic Constructions for Coverage, Facility Location, and Graph Cuts
by: Iyer, Rishabh
Published: (2026)
by: Iyer, Rishabh
Published: (2026)
From Queries to Criteria: Understanding How Astronomers Evaluate LLMs
by: Hyk, Alina, et al.
Published: (2025)
by: Hyk, Alina, et al.
Published: (2025)
Jacques Le Goff, ¿Realmente es necesario cortar la historia en rebanadas?, traducción al castellano de Yenny Enríquez, México, Fondo de Cultura Económica, 2016, 109 pp. ISBN 978- 607-164-257-8
by: Carlos Astarita
Published: (2017)
by: Carlos Astarita
Published: (2017)
Sobre Umberto Eco (coord.), La Edad Media. II. Catedrales, caballeros y ciudades
by: Carlos Astarita
Published: (2021)
by: Carlos Astarita
Published: (2021)
Sobre Umberto Eco (coord.), La Edad Media, III. Castillos, mercaderes y poetas
by: Carlos Astarita
Published: (2021)
by: Carlos Astarita
Published: (2021)
La transición democrática española y el medievalismo.Una visión desde la periferia
by: Carlos Astarita
Published: (2022)
by: Carlos Astarita
Published: (2022)
TransformerPayne: enhancing spectral emulation accuracy and data efficiency by capturing long-range correlations
by: Różański, Tomasz, et al.
Published: (2024)
by: Różański, Tomasz, et al.
Published: (2024)
Can Large Language Models Unlock Novel Scientific Research Ideas?
by: Kumar, Sandeep, et al.
Published: (2024)
by: Kumar, Sandeep, et al.
Published: (2024)
AstroConcepts: A Large-Scale Multi-Label Classification Corpus for Astrophysics
by: Alkan, Atilla Kaan, et al.
Published: (2026)
by: Alkan, Atilla Kaan, et al.
Published: (2026)
STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learning
by: Beck, Nathan, et al.
Published: (2024)
by: Beck, Nathan, et al.
Published: (2024)
Milky Way Disk
by: Kawata, Daisuke, et al.
Published: (2024)
by: Kawata, Daisuke, et al.
Published: (2024)
SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition
by: Majee, Anay, et al.
Published: (2026)
by: Majee, Anay, et al.
Published: (2026)
BLUEPRINT Rebuilding a Legacy: Multimodal Retrieval for Complex Engineering Drawings and Documents
by: Seefried, Ethan, et al.
Published: (2026)
by: Seefried, Ethan, et al.
Published: (2026)
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews
by: Kumar, Sandeep, et al.
Published: (2024)
by: Kumar, Sandeep, et al.
Published: (2024)
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
by: Oche, Agada Joseph, et al.
Published: (2025)
by: Oche, Agada Joseph, et al.
Published: (2025)
Findings of the Third Automatic Minuting (AutoMin) Challenge
by: Shinde, Kartik, et al.
Published: (2025)
by: Shinde, Kartik, et al.
Published: (2025)
ΛCDM is still not broken: empirical constraints on the star formation efficiency at z ~ 12-30
by: Yung, L. Y. Aaron, et al.
Published: (2025)
by: Yung, L. Y. Aaron, et al.
Published: (2025)
The dual Cheeger-Buser inequality for graphons
by: Pokharanakar, Mugdha Mahesh
Published: (2025)
by: Pokharanakar, Mugdha Mahesh
Published: (2025)
Higher-order Cheeger inequalities for graphons
by: Pokharanakar, Mugdha Mahesh
Published: (2025)
by: Pokharanakar, Mugdha Mahesh
Published: (2025)
Registros de la cultura, disputas por la representación o espacios de reflexión
by: Aleksandra Jablonska
Published: (2012)
by: Aleksandra Jablonska
Published: (2012)
La elaboración del marco teórico versus la ilusión del saber inmediato
by: Aleksandra Jablonska
Published: (2008)
by: Aleksandra Jablonska
Published: (2008)
Trzecie seminarium naukowe z nauk o polityce publicznej Kolegium EkonomicznoSpołecznego Szkoły Głównej Handlowej w Warszawie Polityka publiczna w Polsce – priorytety i wyzwania
by: Elżbieta Jabłońska
Published: (2014)
by: Elżbieta Jabłońska
Published: (2014)
El simbolismo en Sólo Dios sabe, una película de Carlos Bolado
by: Aleksandra Jablonska
Published: (2009)
by: Aleksandra Jablonska
Published: (2009)
El nomadismo latinoamericano o la búsqueda del vínculo con el origen (una reflexión sobre El viaje de Fernando Solanas)
by: Aleksandra Jablonska
Published: (2012)
by: Aleksandra Jablonska
Published: (2012)
Historia e imaginario de la Conquista en Barroco, de Paul Leduc
by: Aleksandra Jablonska
Published: (2016)
by: Aleksandra Jablonska
Published: (2016)
Cabeza de Vaca: el encuentro intercultural
by: Aleksandra Jablonska
Published: (2002)
by: Aleksandra Jablonska
Published: (2002)
Role of spatial embedding and planarity in shaping the topology of the Street Networks
by: Khetarpal, Ritish, et al.
Published: (2025)
by: Khetarpal, Ritish, et al.
Published: (2025)
Enginuity: Building an Open Multi-Domain Dataset of Complex Engineering Diagrams
by: Seefried, Ethan, et al.
Published: (2026)
by: Seefried, Ethan, et al.
Published: (2026)
Similar Items
-
AstroLLaVA: towards the unification of astronomical data and natural language
by: Zaman, Sharaf, et al.
Published: (2025) -
pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy
by: Iyer, Kartheik G., et al.
Published: (2024) -
Sparks of Science: Hypothesis Generation Using Structured Paper Data
by: O'Neill, Charles, et al.
Published: (2025) -
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets
by: Perkowski, Ernest, et al.
Published: (2024) -
Pediatric lung ultrasound
by: Ioana Ciuca
Published: (2024)