📰 Transactions of the Association for Computational Linguistics (TACL) 2023 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2023 that our library holds (publisher: The MIT Press): 21 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 (98)

The most cited first; 21 with our summary link to their page here, the others to the original.

1. A Cross-Linguistic Pressure for Uniform Information Density in Word OrderThomas Hikaru Clark, Clara Meister, Tiago Pimentel et al.
2. Abstractive Meeting Summarization: A SurveyVirgile Rennard, Guokan Shang, Julie Hunter et al.
3. AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASRTobi Olatunji, Tejumade Afonja, Aditya Yadavalli et al.
4. Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalSheng-Chieh Lin, Minghan Li, Jimmy Lin
5. An Efficient Self-Supervised Cross-View Training For Sentence EmbeddingPeerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul et al.
6. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPJiaao Chen, Derek Tam, Colin Raffel et al.our summary
7. Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance AgreementBingzhi Li, Guillaume Wisniewski, Benoît Crabbé
8. Benchmarking the Generation of Fact Checking ExplanationsDaniel Russo, Serra Sinem Tekiroğlu, Marco Guerini
9. Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic ParsingYilin Niu, Fei Huang, Wei Liu et al.
10. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language GenerationPatrick Fernandes, Aman Madaan, Emmy Liu et al.our summary
11. Calibrated Interpretation: Confidence Estimation in Semantic ParsingElias Stengel-Eskin, Benjamin Van Durme
12. Can Authorship Representation Learning Capture Stylistic Features?Andrew Wang, Cristina Aggazzotti, Rebecca Kotula et al.
13. Chinese Idiom ParaphrasingJipeng Qiang, Yang Li, Chaowei Zhang et al.our summary
14. Collective Human Opinions in Semantic Textual SimilarityYuxia Wang, Shimin Tao, Ning Xie et al.
15. Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-offYuchen Lian, Arianna Bisazza, Tessa Verhoef
16. Compositional Zero-Shot Domain Transfer with Text-to-Text ModelsFangyu Liu, Qianchu Liu, Shruthi Bannur et al.
17. Conditional Generation with a Question-Answering BlueprintShashi Narayan, Joshua Maynez, Reinald Kim Amplayo et al.
18. Coreference Resolution through a seq2seq Transition-Based SystemBernd Bohnet, Chris Alberti, Michael Collinsour summary
19. Cross-Lingual Dialogue Dataset Creation via Outline-Based GenerationOlga Majewska, Evgeniia Razumovskaia, Edoardo M. Ponti et al.
20. Cross-functional Analysis of Generalization in Behavioral LearningPedro Henrique Luz de Araujo, Benjamin Roth
21. DMDD: A Large-Scale Dataset for Dataset Mentions DetectionHuitong Pan, Qi Zhang, Eduard Dragut et al.
22. Data-driven Parsing Evaluation for Child-Parent InteractionsZoey Liu, Emily Prud'hommeauxour summary
23. Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task DesignValentina Pyatkin, Frances Yung, Merel C. J. Scholman et al.our summary
24. Direct Speech Translation for Automatic SubtitlingSara Papi, Marco Gaido, Alina Karakanta et al.
25. Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text GenerationFei Huang, Pei Ke, Minlie Huang

See all 98 papers in Transactions of the Association for Computational Linguistics (TACL) 2023 — papers →

📄 Works with our summary in our library (21)

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

1. Lost in the Middle: How Language Models Use Long ContextsTransactions of the Association for Computational Linguistics (TACL)Nelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,541 citations
2. Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, et al.2023 · 403 citations
3. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPTransactions of the Association for Computational Linguistics (TACL)Jiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 253 citations
4. Hallucinations in Large Multilingual Translation ModelsTransactions of the Association for Computational Linguistics (TACL)Nuno M. Guerreiro, Duarte M. Alves, Jonas Waldendorf, et al.2023 · 244 citations
5. Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?Transactions of the Association for Computational Linguistics (TACL)Byung-Doh Oh, William Schuler2023 · 211 citations
6. Testing the Predictions of Surprisal Theory in 11 LanguagesTransactions of the Association for Computational Linguistics (TACL)Ethan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations
7. Locally Typical SamplingTransactions of the Association for Computational Linguistics (TACL)Clara Meister, Tiago Pimentel, Gian Wiher, et al.2023 · 154 citations
8. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL)Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 148 citations
9. Efficient Methods for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Marcos Treviso, Ji-Ung Lee, Tianchu Ji, et al.2023 · 145 citations
10. Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal SupervisionTransactions of the Association for Computational Linguistics (TACL)Eugene Kharitonov, Damien Vincent, Zalán Borsos, et al.2023 · 143 citations
11. Generative Spoken Dialogue Language ModelingTransactions of the Association for Computational Linguistics (TACL)Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, et al.2023 · 122 citations
12. How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVENTransactions of the Association for Computational Linguistics (TACL)R. Thomas McCoy, Paul Smolensky, Tal Linzen, et al.2023 · 116 citations
13. Efficient Long-Text Understanding with Short-Text ModelsTransactions of the Association for Computational Linguistics (TACL)Maor Ivgi, Uri Shaham, Jonathan Berant2023 · 93 citations
14. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language GenerationTransactions of the Association for Computational Linguistics (TACL)Patrick Fernandes, Aman Madaan, Emmy Liu, et al.2023 · 84 citations
15. Coreference Resolution through a seq2seq Transition-Based SystemTransactions of the Association for Computational Linguistics (TACL)Bernd Bohnet, Chris Alberti, Michael Collins2023 · 77 citations
16. FRMT: A Benchmark for Few-Shot Region-Aware Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Parker Riley, Timothy Dozat, Jan A. Botha, et al.2023 · 33 citations
17. Chinese Idiom ParaphrasingTransactions of the Association for Computational Linguistics (TACL)Jipeng Qiang, Yang Li, Chaowei Zhang, et al.2023 · 31 citations
18. Expectations over Unspoken Alternatives Predict Pragmatic InferencesJennifer Hu, Roger Levy, Judith Degen, et al.2023 · 27 citations
19. Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task DesignTransactions of the Association for Computational Linguistics (TACL)Valentina Pyatkin, Frances Yung, Merel C. J. Scholman, et al.2023 · 19 citations
20. Multilingual Coreference Resolution in Multiparty DialogueTransactions of the Association for Computational Linguistics (TACL)Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, et al.2023 · 11 citations
21. Data-driven Parsing Evaluation for Child-Parent InteractionsZoey Liu, Emily Prud'hommeaux2023 · 8 citations

🧭 Top topics

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

🧠Language models & pretraining (4)🔁Machine translation (3)🌍Multilingual & cross-lingual NLP (3)📏Evaluation & benchmarks (3)🧒Psycholinguistics & language acquisition (3)🔗Coreference resolution (2)✍️Text generation (2)🗨️Dialogue systems (2)🎙️Speech & spoken language (2)🔍Information retrieval & search (2)English (2)🧵Discourse analysis (1)🌐Universal Dependencies (1)❓Question answering (1)🧷Idioms & multiword expressions (1)

📚 Fields

🎭Arts and Humanities (21)🖥️Computer Science (20)💭Psychology (3)🧠Neuroscience (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.

🏢GoogleMountain View · United States3 works here🔬Instituto de TelecomunicaçõesLisbon · Portugal3 works here🎓Instituto Superior TécnicoLisbon · Portugal3 works here🎓University of North Carolina at Chapel HillChapel Hill · United States2 works here🏢MicrosoftRedmond · United States2 works here🎓University of LisbonLisbon · Portugal2 works here🎓Johns Hopkins UniversityBaltimore · United States2 works here🎓University of CambridgeCambridge · United Kingdom2 works here🎓ETH ZurichZurich · Switzerland2 works here🏢MetaMenlo Park · United States2 works here🎓Massachusetts Institute of TechnologyCambridge · United States2 works here🎓Carnegie Mellon UniversityPittsburgh · United States2 works here

works and citations from OpenAlex and our library.

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