📰 Transactions of the Association for Computational Linguistics (TACL) 2024 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2024 that our library holds (publisher: The MIT Press): 15 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Awards

As the ACL Anthology records them.

1. Reading Subtext: Evaluating Large Language Models on Short Story Summarization with WritersMelanie Subbiah, Sean Zhang, Lydia B. Chilton et al. · 🏆 TACL 2024 Best Paper

All works of the year (95)

The most cited first; 15 with our summary link to their page here, the others to the original.

1. A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation PracticeJuri Opitz
2. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu et al.our summary
3. ARN: Analogical Reasoning on NarrativesZhivar Sourati, Filip Ilievski, Pia Sommerauer et al.
4. Addressing Topic Leakage in Cross-Topic Evaluation for Authorship VerificationJitkapat Sawatphol, Can Udomcharoenchaikit, Sarana Nutanong
5. Addressing the Binning Problem in Calibration Assessment through Scalar AnnotationsZhengping Jiang, Anqi Liu, Benjamin Van Durme
6. AmbiFC: Fact-Checking Ambiguous Claims with EvidenceMax Glockner, Ieva Staliūnaitė, James Thorne et al.
7. An Energy-based Model for Word-level AutoCompletion in Computer-aided TranslationCheng Yang, Guoping Huang, Mo Yu et al.
8. Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine TranslationLukas Edman, Gabriele Sarti, Antonio Toral et al.
9. Are Language Models More Like Libraries or Like Librarians? Bibliotechnism, the Novel Reference Problem, and the Attitudes of LLMsHarvey Lederman, Kyle Mahowald
10. Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?Sweta Agrawal, Amin Farajian, Patrick Fernandes et al.our summary
11. AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-TuningHan Zhou, Xingchen Wan, Ivan Vulić et al.
12. Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction StrategiesLiangming Pan, Michael Saxon, Wenda Xu et al.our summary
13. Benchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus et al.our summary
14. Beyond Boundaries: A Human-like Approach for Question Answering over Structured and Unstructured Information SourcesJens Lehmann, Dhananjay Bhandiwad, Preetam Gattogi et al.
15. Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMsTanise Ceron, Neele Falk, Ana Barić et al.
16. Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?Cristina Aggazzotti, Nicholas Andrews, Elizabeth Allyn Smith
17. Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and StabilityTyler A. Chang, Zhuowen Tu, Benjamin K. Bergen
18. Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)Cameron R. Jones, Sean Trott, Benjamin Bergen
19. Computational Complexity of Natural Morphology RevisitedHajime Senuma, Akiko Aizawa
20. Conformal Prediction for Natural Language Processing: A SurveyMargarida Campos, António Farinhas, Chrysoula Zerva et al.
21. Conformalizing Machine Translation EvaluationChrysoula Zerva, André F. T. Martins
22. Context-Aware Machine Translation with Source Coreference ExplanationHuy Hien Vu, Hidetaka Kamigaito, Taro Watanabe
23. ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AISarah E. Finch, Jinho D. Choi
24. CreoleVal: Multilingual Multitask Benchmarks for CreolesHeather Lent, Kushal Tatariya, Raj Dabre et al.
25. Cultural Adaptation of RecipesYong Cao, Yova Kementchedjhieva, Ruixiang Cui et al.

See all 95 papers in Transactions of the Association for Computational Linguistics (TACL) 2024 — papers →

📄 Works with our summary in our library (15)

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

1. Benchmarking Large Language Models for News SummarizationTransactions of the Association for Computational Linguistics (TACL)Tianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 666 citations
2. A Survey on Model Compression for Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Xunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
3. xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error DetectionTransactions of the Association for Computational Linguistics (TACL)Nuno M. Guerreiro, Ricardo Rei, Daan van Stigt, et al.2024 · 333 citations
4. Exploring Human-Like Translation Strategy with Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Zhiwei He, Tian Liang, Wenxiang Jiao, et al.2024 · 207 citations
5. When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMsTransactions of the Association for Computational Linguistics (TACL)Ryo Kamoi, Yusen Zhang, Nan Zhang, et al.2024 · 159 citations
6. Evaluating Correctness and Faithfulness of Instruction-Following Models for Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Vaibhav Adlakha, Parishad BehnamGhader, Xing Han Lu, et al.2024 · 145 citations
7. Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction StrategiesTransactions of the Association for Computational Linguistics (TACL)Liangming Pan, Michael Saxon, Wenda Xu, et al.2024 · 140 citations
8. Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey DesignTransactions of the Association for Computational Linguistics (TACL)Lindia Tjuatja, Valerie Chen, Tongshuang Wu, et al.2024 · 136 citations
9. Large Language Models Enable Few-Shot ClusteringTransactions of the Association for Computational Linguistics (TACL)Vijay Viswanathan, Kiril Gashteovski, Carolin Lawrence, et al.2024 · 109 citations
10. Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation InstructionsTransactions of the Association for Computational Linguistics (TACL)Jiahuan Li, Hao Zhou, Shujian Huang, et al.2024 · 99 citations
11. KoBBQ: Korean Bias Benchmark for Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Jiho Jin, Jiseon Kim, Nayeon Lee, et al.2024 · 77 citations
12. Semantics of Multiword Expressions in Transformer-Based Models: A SurveyTransactions of the Association for Computational Linguistics (TACL)Filip Miletić, Sabine Schulte im Walde2024 · 20 citations
13. The Thai Discourse Treebank: Annotating and Classifying Thai Discourse ConnectivesTransactions of the Association for Computational Linguistics (TACL)Ponrawee Prasertsom, Apiwat Jaroonpol, Attapol T. Rutherford2024 · 11 citations
14. How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?Transactions of the Association for Computational Linguistics (TACL)Neha Srikanth, Marine Carpuat, Rachel Rudinger2024 · 10 citations
15. Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?Transactions of the Association for Computational Linguistics (TACL)Sweta Agrawal, Amin Farajian, Patrick Fernandes, et al.2024 · 8 citations

🧭 Top topics

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

🧠Language models & pretraining (5)📏Evaluation & benchmarks (4)🔁Machine translation (2)❓Question answering (2)🧵Discourse analysis (1)🗂️Treebanks (1)📝Summarization (1)🌍Multilingual & cross-lingual NLP (1)🧮Reasoning (1)🛡️Bias, fairness & safety (1)🪶Efficient models & compression (1)🧷Idioms & multiword expressions (1)

📚 Fields

🎭Arts and Humanities (15)🖥️Computer Science (15)🤝Social Sciences (3)

🧑‍🔬 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.

🎓Carnegie Mellon UniversityPittsburgh · United States3 works here🔬Instituto de Engenharia de Sistemas e Computadores Investigação e DesenvolvimentoLisbon · Portugal2 works here🎓University of LisbonLisbon · Portugal2 works here🔬Instituto de TelecomunicaçõesLisbon · Portugal2 works here🎓Instituto Superior TécnicoLisbon · Portugal2 works here🎓University of StuttgartStuttgart · Germany1 work here🔬Canadian Institute for Advanced ResearchToronto · Canada1 work here🎓Pennsylvania State UniversityState College · United States1 work here🎓University of California, Santa BarbaraSanta Barbara · United States1 work here🎓Korea Advanced Institute of Science and TechnologyDaejeon · South Korea1 work here🎓University of Illinois Urbana-ChampaignUrbana · United States1 work here🎓Chulalongkorn UniversityBangkok · Thailand1 work here

works and citations from OpenAlex and our library.

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