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Computational Linguistics Journal @complingjournal.bsky.social · 16/09/2026

🎉 Review time for the CL Journal: "Computational Linguistics maintains a rigorous yet efficient editorial process. As of 2025, the average time to first decision is 16.5 days (including desk rejections) and 55.0 days (excluding desk rejections)." So it is less than 2 months!

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Computational Linguistics Journal @complingjournal.bsky.social · 08/09/2026

❓Without looking at the CL journal website, can you guess how long does it take now for a submission to our journal to be reviewed? 1️⃣ Less than 20 days 2️⃣ Less than 2 months 3️⃣ 2months+ but < 1 years 4️⃣One year or more

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Computational Linguistics Journal @complingjournal.bsky.social · 31/08/2026

While we're waiting for the next issue of the CL journal, feel free to check the upcoming articles, using the @mitpress.bsky.social online early: direct.mit.edu/coli/online-... #CLJorunal #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 30/08/2026

For those interested in grammars, esp. weak generative capacity, this squib has some novel insights. It demonstrates that the proofs given in prominent and well-established weak generative capacity arguments for natural language are flawed: doi.org/10.1162/COLI... #CLJournal #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 25/08/2026

CL journal has long accepted some articles as "squib". In absolute terms, an squib is "A short, witty, or satirical piece of writing". That is almost what we expect. Squibs is reserved for very short articles that constitute more than programmatic versions of regular papers. (1/3) #CLJournal #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 24/08/2026

Have you wondered if personally identifiable information removal techniques truly protect privacy in real-world scenarios? The authors of this article suspect that reported success of these attacks is largely overestimated. Read what they find here: doi.org/10.1162/COLI... @ivanhabernal.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 23/08/2026

Real-world tasks often involve complex, multi-step instructions that remain challenging for current NLP systems. This article provides a comprehensive survey that systematically analyses the landscape of complex instruction understanding & processing: doi.org/10.1162/COLI... #CLJournal #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 17/08/2026

How do LLMs compare against other semantic measure algorithms in assessing semantic relation (SR) strength? Are LLMs’ evaluations of SRs influenced by exposure to datasets during training? Can SR dataset characteristics influence the performance of LLMs?Answers in: doi.org/10.1162/COLI... #CLJournal

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Computational Linguistics Journal @complingjournal.bsky.social · 14/08/2026

If you're an author of an upcoming paper in the CL journal, please make yourself known (follow us or make your affiliation and field clear in your profile), so we can tag you when your paper is out! Thanks! #NLPRoc #CLJournal PS. Ok, the photo is from the past, but hope it gets your attention 🙃

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Computational Linguistics Journal @complingjournal.bsky.social · 13/08/2026

Mis- and disinformation continue to propagate online & cause significant harm due to the rapid evolution of such content. Out-of-Distribution generalisation datasets can be very difficult to build & this is the major focus of this paper: doi.org/10.1162/COLI... #CLJournal @ioverho.eurosky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 11/08/2026

Call for papers for our Special Issue on the Ethics of NLP and CL in Computational Linguistics: submissions.cljournal.org/index.php/cl... (Submission deadline: 27 November, 2026) #CLJournal #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 10/08/2026

Have you noticed that preference datasets in reinforcement learning/DPO are not fully utilised? This article proposes a framework called Vote-based Preference Optimisation that leverages user voting data to better align language models with diverse subjective preferences: doi.org/10.1162/COLI...

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Computational Linguistics Journal @complingjournal.bsky.social · 05/08/2026

Do you know what Multimodal OXYmorons are? If you're curious, read this research, which introduces this concept by constructing and communicating meaning through the interplay of multiple modalities: doi.org/10.1162/COLI... #CLjournal #NLProc @elidp.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 04/08/2026

This paper introduces a wide range of encodings for constituent parsing as sequence adaptations of parsers from other paradigms that had not previously been cast under the sequence-labeling framework. Code: github.com/Polifack/CoD... and paper:https://doi.org/10.1162/COLI.a.603 @carlosg.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 03/08/2026

How do prompt language and cultural framing influence model responses and their alignment with human values in different countries? Answer to this and more insights at: doi.org/10.1162/COLI... #NLProc #CLjournal @aylart.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 17/07/2026

🏆The Computational Linguistics High Impact Paper Award recognises papers published in Computational Linguistics within the past 3–5 years that have already demonstrated exceptional scholarly impact. Congratulations to the authors of doi.org/10.1162/coli... #NLProc #CLjournal @chrmanning.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 13/07/2026

🏆 2026 Computational Linguistics Distinguished Reviewer Awards: It aims to highlight and promote high standards in peer review and to acknowledge reviewers whose contributions have had a meaningful impact on the quality of our journal. Congratulations to our 2026 awardees! #NLProc #CLjournal

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Computational Linguistics Journal @complingjournal.bsky.social · 10/07/2026

The ACL Computational Linguistics Doctoral Dissertation Award (ACL Dissertation Award) recognises three honourable mentions: Dennis Ulmer, Shen-Chieh Lin, and Haoran Xu. Congratulations to all three for this achievement! #NLproc #CLJournal @dnnslmr.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 09/07/2026

We are pleased to announce the winner of the ACL Computational Linguistics Doctoral Dissertation Award (ACL Dissertation Award)! Congratulations, Verna Dankers! @vernadankers.bsky.social #NLproc #CLJournal

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Reposted by Computational Linguistics Journal

ACL 2027 @aclmeeting.bsky.social · 06/07/2026

Don't forget to attend the "ACL Computational Linguistics Doctoral Dissertation Award 2026" session on Mon Jul 6 9:00-9:30 AM (Location: Promenade) in the "Session 8: Oral/Poster Session D" /w 3 honorable mentions and 1 winner presented by Jason Eisner and Mohit Bansal: 2026.aclweb.org/program/

2026.aclweb.org

Conference Overview

ACL 2026 Conference Overview.

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Computational Linguistics Journal @complingjournal.bsky.social · 02/07/2026

At ACL 2025 in Austria, Prof. McKeown was awarded the ACL Lifetime Achievement Award. She shared trajectories of four areas of her research: language generation, text summarization, social media analysis, and multimodal analysis of artwork. #CLJournal #NLProc @aclmeeting.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 02/07/2026

The second issue of Computational Linguistics Journal (Volume 52, Issue 2, June 2026) is finally out! Read it here: direct.mit.edu/coli/issue/5.... We'll introduce all the articles one by one soon. #CLJournal #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 25/06/2026

🔊CFP for Special Issue on the Ethics of NLP and CL in Computational Linguistics: submissions.cljournal.org/index.php/cl... ⏰Deadline: 27 November, 2026 #CLjournal #NLP #NLproc

submissions.cljournal.org

Special Issue on the Ethics of NLP and CL in Computational Linguistics | Computational Linguistics

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Computational Linguistics Journal @complingjournal.bsky.social · 18/06/2026

🏆We are proud to announce that the Computational Linguistics Journal impact factor is now 13.4! This ranks it 13 out of 210 journals in Computer Science-Artificial Intelligence, 7 out of 185 in Computer Science-Interdisciplinary Applications, 1️⃣out of 312 in Linguistics! #NLProc #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 24/05/2026

CL Journal has over 50 years of history in the field. While the field is moving, some of the articles from decades ago provide perspective and still relevant content. What do you think of these articles from 20 and 40 years ago? (2006 and 1986) & yes, they used to come in paper format too! #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 14/05/2026

While we're waiting for the next issue of the CL Journal, you can get early access to upcoming articles here: direct.mit.edu/coli/online-... #NLProc #CLJournal

direct.mit.edu

Online Early

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Computational Linguistics Journal @complingjournal.bsky.social · 14/05/2026

Like humans, LLMs can be right for the wrong reasons. They can also be wrong for the wrong reasons. Anthropocentric bias has gone largely unexamined, posing a serious obstacle to the objective assessment of LLM capacities. Read more at doi.org/10.1162/COLI... #NLProc #CLJournal @raphaelmilliere.com

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Computational Linguistics Journal @complingjournal.bsky.social · 13/05/2026

Interpretability provides a toolset for understanding how and why LMs behave in certain ways. This survey proposes a perspective on interpretability research grounded in causal mediation analysis: doi.org/10.1162/COLI... #NLProc #CLJournal @jannikbrinkmann.bsky.social @amuuueller.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 12/05/2026

How Can We Effectively Expand the Vocabulary of LLMs with 0.01GB of Target Language Text? This article explores a very important question for low-resource languages by experimenting with various techniques across 10 languages. A must-read at:https://doi.org/10.1162/COLI.a.581 @gucciiiii.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 11/05/2026

Should NLP metrics for bilingual code-switching use words as the token level or Intonation Units? Authors of this article show that intonation units will enhance comparisons between bilingual individuals, settings, and communities: doi.org/10.1162/COLI... #NLProc #NLP @pennlinguistics.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 11/05/2026

Have you heard of soft metrics such as soft micro F1? In this article, the authors argue that for evaluating model predictions with human label variation, the standard metrics may not be sufficient. Read more at: doi.org/10.1162/COLI... @kmkurn.sigmoid.social.ap.brid.gy #NLProc #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 11/05/2026

To assess whether multilingual NLP performs well across languages, we need to evaluate it on all world languages.That is not feasible.This paper implements two sampling methods from linguistic typology and provides a Python package to facilitate this: doi.org/10.1162/COLI... @andreashhp.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 05/05/2026

Developing methods to assess the factuality of LLMs has become urgent. This paper presents LLM-OASIS for the factuality evaluation task. It turns out it significantly challenges SOTA LLMs. If you're up for improving over what's out there, start reading: doi.org/10.1162/COLI... #CLjournal #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 05/05/2026

Language Models are susceptible to adversarial attacks, where even subtle perturbations to input texts adversely affect model performance. Yang et al. propose a novel method to tackle this called Defensive Dual Masking (DDM). Read more at: doi.org/10.1162/COLI... #NLProc #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 04/05/2026

Do current LLMs with fast-improving functional linguistic abilities exhibit distinct localization of formal (e.g., producing fluent, grammatical text) and functional (e.g., reasoning and consistent fact retrieval) linguistic mechanisms? Answer in: doi.org/10.1162/COLI... @michaelwhanna.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 04/05/2026

Have you heard of linguistic steganography? It seeks to conceal secret information within natural language text. Liu et al. propose a novel method called SA-ANS. It's a self-adaptive framework based on a self-adjusting Asymmetric Numeral System: doi.org/10.1162/COLI... #NLProc #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 03/05/2026

If your research is around metaphor detection and interpretation, this article is for you! It introduces Meta4XNLI, the first parallel dataset for Natural Language Inference (NLI), in both English and Spanish: doi.org/10.1162/COLI... #NLProc @ragerri.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 02/05/2026

Volume 52, Issue 1 of Computational Linguistics is released 📣 You can access this issue at direct.mit.edu/coli/issue/5... The articles included in this issue will be introduced here and on X x.com/CompLingJour...! #NLProc #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 02/05/2026

What % of the NLP papers measure their impact in the real world? This paper proposes an impact evaluation of NLP models or systems for real-world usage, changing the research culture of NLP to focus more on real-world impact and less on SOTA-chasing: doi.org/10.1162/COLI... @ehudreiter.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 01/05/2026

Hallucinations pose a substantial challenge to the reliability of LLMs in real-world scenarios. Zhang et al. survey methods of detection, explanation, & mitigation of hallucination, & provide a taxonomy & list of benchmarks for evaluation in this paper: doi.org/10.1162/COLI... @fredashi.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 01/05/2026

Generative AI has advanced. But, for complex problems, it's lagging. In this position paper, the authors propose Human–AI Co-Construction (HAI-Co2), a framework for human–AI cooperative problem solving that facilitates such interaction. Read more at: doi.org/10.1162/COLI... @igurevych.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 01/05/2026

Tasks such as summarization, QA & timeline creation need temporal expression normalization. The authors propose a novel method that deals with the known problems of temporal expression normalization on data scarcity, language and domain adaptation: doi.org/10.1162/COLI... @jmartinezromo.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 30/04/2026

Have you heard of BLiMP for evaluating English LMs? Well, the authors of this paper introduce the Dutch version: BLiMP-NL. It's a benchmark set of linguistic minimal pairs for grammatical evaluation of Dutch LMs. Read more at: doi.org/10.1162/COLI... @stefanfrank.bsky.social @illc-uva.bsky.social

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Computational Linguistics Journal @complingjournal.bsky.social · 30/04/2026

Interested in the semantic neighborhood of words? LGDE is a graph-based, local-diffusion framework for the discovery of keywords that are semantically similar to a seed dictionary. The authors release their code and data for a hate speech dataset too: doi.org/10.1162/COLI... #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 29/04/2026

Tokenisation and Finite-State Transducers are two well-known concepts in computing. This article combines them for neural networks. Cognetta & Okazaki introduce a finite-state transduction framework that can encode all possible tokenizations of a regular language: doi.org/10.1162/COLI... #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 29/04/2026

Are you looking for measuring "syntactic diversity"? Martin, in this article, proposes derivational entropy rate, a metric that links grammar’s derivational entropy and the mean length of the utterances (MLU). Check it out: doi.org/10.1162/COLI... #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 29/04/2026

Private attributes of writers, such as age or native language, can be detectable. The authors of this article propose IDT (Interpretable Dual-Task), a method based on adversarial attacks for rewriting text to prevent detection of such private attributes: doi.org/10.1162/COLI... #NLP #NLProc

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Computational Linguistics Journal @complingjournal.bsky.social · 29/04/2026

Tokenisation and Finite-State Transducers are two well-known concepts in computing. This article comes them for neural networks. They introduce a finite-state transduction framework that can encode all possible tokenizations of a regular language: doi.org/10.1162/COLI... #NLProc #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 28/04/2026

Volume 51, Issue 4 of Computational Linguistics was released in Dec 2025 📣 If you haven't seen it yet, you can access it at direct.mit.edu/coli/issue/5... #NLProc #NLP

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Computational Linguistics Journal @complingjournal.bsky.social · 27/04/2026

LLMs transformed our field. This article addresses (1) ways to better understand how LLMs work & (2) ways to rethink how the next generation of models should use data at scale. Authors also propose SILO to advance responsible data use: doi.org/10.1162/COLI... @sewonm.bsky.social #NLP #NLProc

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