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Big Picture v2: Crafting a Research Narrative

JournalPublished by Association for Computational Linguistics

Volumes by year

Each year with works in our library has its page: the place and dates where known, its works, topics, authors and institutions.

2020s

 Top topics

Topics of its works in our library, with the number of works on each.

Language models & pretraining (2)Reasoning (2)Multilingual & cross-lingual NLP (1)Low-resource languages (1)Semitic languages (1)

 Fields

Computer Science (7)Arts and Humanities (5)Social Sciences (2)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

 Top institutions

Institutions on the bylines of its works here, by the number of works.

 Works in our library (7)

The most cited first (OpenAlex citations plus our library's).

  1. Challenging the Myth: A Research Arc on LLMs as Human SimulacraBig Picture v2: Crafting a Research NarrativeSimon Münker, Achim Rettinger, Damian Trilling2026
  2. 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
  3. Speaking of Language: Reflections on Metalanguage Research in NLPBig Picture v2: Crafting a Research NarrativeNathan Schneider, Antonios Anastasopoulos2026
  4. Harnessing the Latent Space: From Steering Vectors to Model Calibrators for Control and TrustBig Picture v2: Crafting a Research NarrativeNishant Subramani2026
  5. 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
  6. Open Problems Solved by LLMs? A Survey of Verifiable Mathematical DiscoveryBig Picture v2: Crafting a Research NarrativeIoannis Tzachristas, Georgios Tzachristas, Aifen Sui2026
  7. Building Arabic NLP from the Ground Up: Twenty Years of Lessons, Failures, and Open ProblemsBig Picture v2: Crafting a Research NarrativeWajdi Zaghouani2026

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.

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