Big Picture v2: Crafting a Research Narrative 2026 — papers
The works of Big Picture v2: Crafting a Research Narrative published in 2026 that our library holds (publisher: Association for Computational Linguistics): 6 works, listed below with the most cited first; each has a page with our summary, its key points and its references.
All works of the year (12)
- Challenging Quadratic Attention - A Holistic View On the Rise of Alternative Language Model Architectures ↗Alexander M. Fichtl, Jeremias Bohn, Josefin Kelber et al.
- Challenging the Myth: A Research Arc on LLMs as Human SimulacraSimon Münker, Achim Rettinger, Damian Trillingour summary
- From Natural Language to Certified Geometry Proofs: A Survey of LLM-Augmented Verification and Neuro-Symbolic Theorem ProvingIoannis Tzachristas, Georgios Tzachristasour summary
- Harnessing the Latent Space: From Steering Vectors to Model Calibrators for Control and TrustNishant Subramaniour summary
- Open Problems Solved by LLMs? A Survey of Verifiable Mathematical DiscoveryIoannis Tzachristas, Georgios Tzachristas, Aifen Suiour summary
- Speaking of Language: Reflections on Metalanguage Research in NLPNathan Schneider, Antonios Anastasopoulosour summary
- Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from LuxembourgishFred Philippy, Siwen Guo, Jacques Klein et al.our summary
Works with our summary in our library (6)
- Challenging the Myth: A Research Arc on LLMs as Human SimulacraBig Picture v2: Crafting a Research NarrativeSimon Münker, Achim Rettinger, Damian Trilling2026
- Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from LuxembourgishBig Picture v2: Crafting a Research NarrativeFred Philippy, Siwen Guo, Jacques Klein, et al.2026
- Speaking of Language: Reflections on Metalanguage Research in NLPBig Picture v2: Crafting a Research NarrativeNathan Schneider, Antonios Anastasopoulos2026
- From Natural Language to Certified Geometry Proofs: A Survey of LLM-Augmented Verification and Neuro-Symbolic Theorem ProvingBig Picture v2: Crafting a Research NarrativeIoannis Tzachristas, Georgios Tzachristas2026
- Open Problems Solved by LLMs? A Survey of Verifiable Mathematical DiscoveryBig Picture v2: Crafting a Research NarrativeIoannis Tzachristas, Georgios Tzachristas, Aifen Sui2026
Top topics
Language models & pretraining (2)Reasoning (2)Multilingual & cross-lingual NLP (1)Low-resource languages (1)
Fields
Computer Science (6)Arts and Humanities (4)Social Sciences (1)
Top authors
🧑🔬Georgios Tzachristas2 works here🧑🔬Ioannis Tzachristas2 works here🧑🔬Achim Rettinger1 work here🧑🔬Antonios Anastasopoulos1 work here🧑🔬Fred Philippy1 work here🧑🔬Jacques Klein1 work here🧑🔬Nathan Schneider1 work here🧑🔬Nishant Subramani1 work here🧑🔬Simon Münker1 work here🧑🔬Siwen Guo1 work here🧑🔬Tegawende Bissyande1 work here
Top institutions
🎓National Technical University of AthensAthens · 
Greece2 works here🎓Technical University of MunichMunich · 
Germany2 works here🎓Georgetown UniversityWashington · 
United States1 work here🎓University of LuxembourgLuxembourg · 
Luxembourg1 work here🔬Luxembourg Institute of Science and TechnologyBelvaux · Luxembourg1 work here🎓Interdisciplinary Centre for Security, Reliability and TrustBelval · Luxembourg1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here🎓Vrije Universiteit AmsterdamAmsterdam · 
Netherlands1 work here🎓Universität TrierTrier · Germany1 work here
Greece2 works here🎓Technical University of MunichMunich · Germany2 works here🎓Georgetown UniversityWashington · United States1 work here🎓University of LuxembourgLuxembourg · Luxembourg1 work here🔬Luxembourg Institute of Science and TechnologyBelvaux · Luxembourg1 work here🎓Interdisciplinary Centre for Security, Reliability and TrustBelval · Luxembourg1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here🎓Vrije Universiteit AmsterdamAmsterdam · Netherlands1 work here🎓Universität TrierTrier · Germany1 work hereThis page in Markdown → https://md.research.elamur.ai/free/en/venues/bigpicture/2026/