📰 Computational Linguistics 2024 — papers

The works of Computational Linguistics published in 2024 that our library holds (publisher: The MIT Press): 4 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 (41)

The most cited first; 4 with our summary link to their page here, the others to the original.

1. A Bayesian Approach to Uncertainty in Word Embedding Bias EstimationAlicja Dobrzeniecka, Rafal Urbaniak
2. A Novel Alignment-based Approach for PARSEVAL MeasuresEunkyul Leah Jo, Angela Yoonseo Park, Jungyeul Park
3. A Systematic Review of Computational Approaches to Deciphering Bronze Age Aegean and Cypriot ScriptsMaja Braović, Damir Krstinić, Maja Štula et al.
4. Aligning Human and Computational Coherence EvaluationsJia Peng Lim, Hady W. Lauw
5. Analyzing Dataset Annotation Quality Management in the WildJan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych
6. Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question AnsweringAkshay Chaturvedi, Swarnadeep Bhar, Soumadeep Saha et al.
7. Assessing the Cross-linguistic Utility of Abstract Meaning RepresentationShira Wein, Nathan Schneiderour summary
8. Bias and Fairness in Large Language Models: A SurveyIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow et al.
9. Can Language Models Handle Recursively Nested Grammatical Structures? A Case Study on Comparing Models and HumansAndrew Lampinen
10. Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh et al.
11. Cognitive Plausibility in Natural Language ProcessingYevgen Matusevych
12. Common Flaws in Running Human Evaluation Experiments in NLPCraig Thomson, Ehud Reiter, Anya Belz
13. Context-aware Transliteration of Romanized South Asian LanguagesChristo Kirov, Cibu Johny, Anna Katanova et al.
14. Cross-lingual Cross-temporal Summarization: Dataset, Models, EvaluationRan Zhang, Jihed Ouni, Steffen Eger
15. Decode, Move and Speak! Self-supervised Learning of Speech Units, Gestures, and Sound Relationships Using Vocal ImitationMarc-Antoine Georges, Marvin Lavechin, Jean-Luc Schwartz et al.
16. Do Language Models' Words Refer?Matthew Mandelkern, Tal Linzen
17. Do Multimodal Large Language Models and Humans Ground Language Similarly?Cameron R. Jones, Benjamin Bergen, Sean Trott
18. Exceptions, Instantiations, and Overgeneralization: Insights into How Language Models Process GenericsEmily Allaway, Chandra Bhagavatula, Jena D. Hwang et al.
19. Exploring Temporal Sensitivity in the Brain Using Multi-timescale Language Models: An EEG Decoding StudySijie Ling, Alex Murphy, Alona Fyshe
20. From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense ConsistencyXenia Ohmer, Elia Bruni, Dieuwke Hupkes
21. How Is a “Kitchen Chair” like a “Farm Horse”? Exploring the Representation of Noun-Noun Compound Semantics in Transformer-based Language ModelsMark Ormerod, Jesús Martínez del Rincón, Barry Devereux
22. Humans Learn Language from Situated Communicative Interactions. What about Machines?Katrien Beuls, Paul Van Eecke
23. LLM-Assisted Data Augmentation for Chinese Dialogue-Level Dependency ParsingMeishan Zhang, Gongyao Jiang, Shuang Liu et al.
24. Language Learning, Representation, and Processing in Humans and Machines: Introduction to the Special IssueMarianna Apidianaki, Abdellah Fourtassi, Sebastian Padó
25. Language Model Behavior: A Comprehensive SurveyTyler A. Chang, Benjamin K. Bergenour summary

See all 41 papers in Computational Linguistics 2024 — papers →

📄 Works with our summary in our library (4)

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

1. Towards Faithful Model Explanation in NLP: A SurveyQing Lyu, Marianna Apidianaki, Chris Callison-Burch2024 · 195 citations
2. Language Model Behavior: A Comprehensive SurveyTyler A. Chang, Benjamin K. Bergen2024 · 148 citations
3. On the Role of Morphological Information for Contextual LemmatizationOlia Toporkov, Rodrigo Agerri2024 · 28 citations
4. Assessing the Cross-linguistic Utility of Abstract Meaning RepresentationShira Wein, Nathan Schneider2024 · 17 citations

🧭 Top topics

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

🔁Machine translation (1)🧠Language models & pretraining (1)🧩Morphology (1)🧾Semantic parsing & meaning representation (1)English (1)

📚 Fields

🎭Arts and Humanities (4)🖥️Computer Science (4)

🧑‍🔬 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.

🎓University of the Basque CountryLeioa · Spain1 work here🎓Georgetown UniversityWashington · United States1 work here🎓University of California San DiegoSan Diego · United States1 work here🎓University of PennsylvaniaPhiladelphia · United States1 work here

works and citations from OpenAlex and our library.

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