Computational Linguistics Journal @CompLingJournal
Computational Linguistics, established in 1974, is the official flagship journal of the Association for Computational Linguistics (ACL). Tags:#CLJournal #NLProc cljournal.org United States Joined October 2024-
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🔊CFP for Special Issue on the Ethics of NLP and CL in Computational Linguistics: submissions.cljournal.org/index.php/cljo… ⏰Deadline: 27 November, 2026 #CLjournal #NLP #NLProc
🏆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, 1 out of 312 in Linguistics #NLProc
@p_jayannavar Will do!
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) #NLProc
While we're waiting for the next issue of the CL Journal to introduce the new articles, you can get early access to upcoming articles here: direct.mit.edu/coli/online-ea… #NLProc #CLJournal
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.a… #NLProc #CLJournal
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.a… #NLProc #CLJournal @SunJiuding @ericwtodd
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:doi.org/10.1162/COLI.a… #CLJournal #NLP
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.a… #NLProc @rpattichi
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.a… #NLProc
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.a…
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.a…
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.a… #NLProc #NLP
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.a… #NLProc
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.a… #NLProc
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.a… #NLProc
Volume 52, Issue 1 of Computational Linguistics is released 📣 You can access this issue at direct.mit.edu/coli/issue/52/1 The articles included in this issue will be introduced here and on 🦋 bsky.app/profile/compli…! #NLProc #NLP
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.a…
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.a…
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17 Followers 20 Following NLP at the Iranian Research Institute for Information Science and Technology
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Ahmet Emre Keser @emrekesertr
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eaclmeeting @eaclmeeting
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NAACL HLT 2027 @naaclmeeting
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ACL Anthology @aclanthology
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AACL 2026 @aaclmeeting
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ACL 2026 @aclmeeting
24K Followers 48 Following Association for Computational Linguistics | ACL 2026 conference | The 64th Annual Meeting of the ACL Hashtags: #NLProc #ACL2026NLPYou might like
