Dragomir Radev has been elected as a Fellow of the Association for the Advancement of Artificial Intelligence. The Committee was very impressed with his record of influential research contributions and service to the AI community. Fellows like Prof. Radev exemplify the diversity of research and the intellectual depth of the AI community.Dragomir Radev. Second volume out of a representative collection of both linguistic and computational puzzles with their solutions. These books take serious scientific questions and present them in a fun, accessible way. Recommended reading for anyone fascinated by the phenomena of human language. Includes supplementary material: sn.pub/extras.Losing a loved one is an incredibly difficult experience, and finding ways to cope with grief can be challenging. One way many people find solace is through remembrance poems for f...Authors: Gunes Erkan, Dragomir R. Radev. View a PDF of the paper titled LexRank: Graph-based Lexical Centrality as Salience in Text Summarization, by Gunes Erkan and 1 other authors. View PDF Abstract: We introduce a stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. We test the ...In Memory of Professor Dragomir Radev. The thoughts become tangled, foolish, and unclear, we are in shock. It is with a heavy heart that I announce the passing of my beloved husband Drago. His loss is deeply felt by me, our daughters Laura and Victoria, extended family, colleagues, students, and friends. Drago was an exceptional individual who ...Liked by Dragomir Radev. ៝. mechanical engineer at ContourGlobal · Experience: ContourGlobal · Education: TU Sofia · Location: Bulgaria · 120 connections on LinkedIn. View Dragomir Radev's profile on LinkedIn, a professional community of 1 billion members.There are many things a person can say at a funeral, including “Sorry for your loss,” states Everplans.com. Regardless of what is said, it is vital to be sincere and sensitive.Authors: Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan. View a PDF of the paper titled Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization, by Yixin Liu and 9 other authors ...Professor of computer science Dragomir Radev noted that users must be “very careful when using ChatGPT” due to the “potential for false and misleading information.” According to Radev, although ChatGPT can generate comprehensive texts on various topics, its knowledge is only as strong as its dataset. ...Dragomir RADEV | Cited by 15,117 | of University of Michigan, Ann Arbor (U-M) | Read 294 publications | Contact Dragomir RADEVAuthors: Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan. View a PDF of the paper titled Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization, by Yixin Liu and 9 other authors ...Obituaries.com and Archives.com feature free obituary searches online. Obituaries.com is a completely free resource, while Archives.com offers a short-term free trial before requir...Dragomir Radev University of Michigan [email protected] Beth Sundheim SPAWAR Systems Center [email protected] David Day Lisa Ferro Marcia Lazo The MITRE Corporation [email protected] / News & Events / In Memoriam: Dragomir Radev, Professor of Computer Science. In Memoriam: Dragomir Radev, Professor of Computer Science March 31, 2023. …Professor of computer science Dragomir Radev noted that users must be “very careful when using ChatGPT” due to the “potential for false and misleading information.” According to Radev, although ChatGPT can generate comprehensive texts on various topics, its knowledge is only as strong as its dataset. ...Dragomir’s research in Natural Language Processing (NLP) focuses on semantic parsing, text-to-SQL, NLP to executable code, structured knowledge grounding, data to text generation, table QA, pretraining for tables, text summarization, summarization evaluation, multilingual NLP, and NLP for EHR.Dragomir Radev is a Professor in the School of Information, the Department of Electrical Engineering and Computer Science, and the Department of Linguistics at the University of Michigan, where he is leader of the Computational Linguistics and Information Retrieval research group (CLAIR). He has more than 100 publications in conferences and ...Members of the U.S. linguistics teams, coached by Yale’s Prof. Dragomir Radev, along with Lori Levin of Carnegie Mellon University and Aleka Blackwell of Middle Tennessee State University, took home seven individual medals, an honorable mention, and a best solution award at this year’s 2019 International Linguistics Olympiad (IOL) in Yongin, Republic of Korea.Nov 8, 2016 · Sentence Ordering and Coherence Modeling using Recurrent Neural Networks. Modeling the structure of coherent texts is a key NLP problem. The task of coherently organizing a given set of sentences has been commonly used to build and evaluate models that understand such structure. We propose an end-to-end unsupervised deep learning approach based ... Dragomir Radev Retweeted. Maria Popova. @brainpicker. ·. Mar 29. Remembering Virginia Woolf, who lost her lifelong battle with depression on this day in 1941, with her bittersweet reflection on finding beauty in the uncertainty of time, space, and being. themarginalian.org. Virginia Woolf on Finding Beauty in the Uncertainty of Time, Space ...In a short but comprehensive overview of the field of graph-based methods for NLP and IR, Rada Mihalcea and Dragomir Radev list an extensive number of techniques and examples from a wide range of research papers by a large number of authors. This book provides an excellent review of this research area, and serves both as an introduction and as ...Raymond T. LaNinfa. Age 76. Cumberland, RI. 76, passed away peacefully on Tuesday, April 30, 2024, at HopeHealth Hulitar Hospice Center in Providence. Formerly of Cumberland, Ray was born in ...Raymond T. LaNinfa. Age 76. Cumberland, RI. 76, passed away peacefully on Tuesday, April 30, 2024, at HopeHealth Hulitar Hospice Center in Providence. Formerly of Cumberland, Ray was born in ...Book Review: Graph-Based Natural Language Processing and Information Retrieval by Rada Mihalcea and Dragomir Radev (Biemann, CL 2012) ACL. Chris Biemann. 2012. Book Review: Graph-Based Natural Language Processing and Information Retrieval by Rada Mihalcea and Dragomir Radev. Computational Linguistics, 38(1).Select the department you want to search in ...While the abstract of a paper provides. arXiv:1909.01716v3 [cs.CL] 16 Sep 2019. a solid summary of the content from the authors' point of view, it may fail to convey the actual impact of the paper on the research community. Additionally, the significance of a paper may change over time due to the progress and evo- lution of research (Mei and ... Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. Sharing the news of the passing of Dragomir Radev, a dear friend and a leading professor of Computer Science, ... Peter Higgs obituary: the shy man who changed our understanding of the Universe Dragomir R. Radev. A. Bartlett Giamatti Professor of Computer Science. Director, LILY (Language, Information, and Learning at Yale) Lab. Department of Computer Science. also: Yale Institute for Network Science. and Wu Tsai Institute for Neuroscience. Yale University.Darryl H. Wu (1996-2016) Darryl Wu passed away peacefully of natural causes while attending Cornell University as a rising junior on August 30, 2016. Darryl was born in Overlake Hospital in Bellevue, Washington on Oct. 5, 1996. Darryl attended the gifted program at Bellevue's Stevenson Elementary school from first to fifth grade. At the age of 10 he…Here is when and how to view the main funeral services for the 41st president of the US. George H.W. Bush, the 41st US president, died last Friday (Nov. 30), aged 94. Memorial serv...While the abstract of a paper provides. arXiv:1909.01716v3 [cs.CL] 16 Sep 2019. a solid summary of the content from the authors' point of view, it may fail to convey the actual impact of the paper on the research community. Additionally, the significance of a paper may change over time due to the progress and evo- lution of research (Mei and ...According to our current on-line database, Dragomir Radev has 11 students and 11 descendants. We welcome any additional information. If you have additional information or corrections regarding this mathematician, please use the update form.To submit students of this mathematician, please use the new data form, noting this mathematician's MGP ID of 111234 for the advisor ID.Dragomir Radevy Rui Zhang| |Penn State University yYale University zCarnegie Mellon University}Microsoft Research {yfz5488,rmz5227}@psu.edu, {ansong.ni,dragomir.radev}@yale.edu Abstract Text summarization helps readers capture salient information from documents, news, in-terviews, and meetings. However, most …Shafiq Joty 2Chien-Sheng Wu Caiming Xiong Dragomir Radev1 1Yale University, 2Salesforce AI Research, 3Shanghai Jiao Tong University {yixin.liu, dragomir.radev}@yale.edu Abstract Interpretability and efficiency are two impor-tant considerations for the adoption of neu-ral automatic metrics. In this work, we develop …Dragomir Radev，1968年3月7日出生于保加利亚索非亚，1991年移民国外。. 2017年，Radev加入耶鲁大学，成为计算机科学系A. Bartlett Giamatti教授，主要从事自然语言处理和信息检索的工作。. 在此之前，他在密歇根大学担任计算机科学教授长达16年。. 为了实现让计算机和 ... Sharing the news of the passing of Dragomir Radev, a dear friend and a leading professor of Computer Science, ... Peter Higgs obituary: the shy man who changed our understanding of the Universe Dragomir Radev, Timothy Allison, Matthew Craig, Stanko Dimitrov, Kareem Omer, Michael Topper, Adam Winkel, and Jin Yi. 2004. A Scaleable Multi-document Centroid-based Summarizer. In Demonstration Papers at HLT-NAACL 2004, pages 23-25, Boston, Massachusetts, USA. Association for Computational Linguistics.Dragomir Radev was the A. Bartlett Giamatti Professor of Computer Science at Yale University. He had been a Fellow of ACM, AAAI, AAAS, and ACL. Dragomir's interests were in semantic parsing, text summarization, natural language generation, logical reasoning, and information retrieval. %0 Journal Article %T SummEval: Re-evaluating Summarization Evaluation %A Fabbri, Alexander R. %A Kryściński, Wojciech %A McCann, Bryan %A Xiong, Caiming %A Socher, Richard %A Radev, Dragomir %J Transactions of the Association for Computational Linguistics %D 2021 %V 9 %I MIT Press %C Cambridge, MA %F fabbri-etal-2021-summeval %X The scarcity of comprehensive up-to-date studies on ...Dragomir Radev Retweeted. Maria Popova. @brainpicker. ·. Mar 29. Remembering Virginia Woolf, who lost her lifelong battle with depression on this day in 1941, with her bittersweet reflection on finding beauty in the uncertainty of time, space, and being. themarginalian.org. Virginia Woolf on Finding Beauty in the Uncertainty of Time, Space ...Publications. 2024. Fair Abstractive Summarization of Diverse Perspectives Yusen Zhang, Nan Zhang, Yixin Liu, Alexander Fabbri, Junru Liu, Ryo Kamoi, Xiaoxin Lu, Caiming Xiong, Jieyu Zhao, Dragomir Radev, Kathleen McKeown, Rui Zhang NAACL 2024. 2023. FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization Nan …2023. pdf bib abs. L o FT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control. Yilun Zhao | Zhenting Qi | Linyong Nan | Lorenzo Jaime Flores | Dragomir Radev. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. pdf bib abs.%0 Conference Proceedings %T Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start %A Yin, Wenpeng %A Rajani, Nazneen Fatema %A Radev, Dragomir %A Socher, Richard %A Xiong, Caiming %Y Webber, Bonnie %Y Cohn, Trevor %Y He, Yulan %Y Liu, Yang %S …Dragomir Radev, Professor in Computer Science and Engineering, the School of Information, and in the Department of Linguistics, has coached US high school students to successful competition at the 12th International Linguistics Olympiad (IOL), which was held in Beijing, China from July 21 through 25th, 2014 and was hosted by Beijing Language and Culture University.Amjad Abu-Jbara, Jefferson Ezra and Dragomir Radev Bibliometric measures are commonly used to estimate the popularity and the impact of published research. Existing bibliometric measures provide "quantitative" indicators of how good a published paper is. This does not necessarily reflect the "quality" of the work presented in the paper.About Me. Hi! I am Ansong Ni (倪安松), a final-year Ph.D. student in the Computer Science Department at Yale University, and my advisors are Prof. Arman Cohan, and (the late) Prof. Dragomir Radev.Prior to Yale, I obtained my M.S. in CS degree from School of Computer Science at Carnegie Mellon University and B.Eng. from Nanjing University in China.. I …Prof. Dragomir Radev was honored as an ACM Fellow at the annual ACM Awards Banquet, which took place June 11th in San Francisco, CA.The ACM Awards honors those whose contributions have impacted our world for the better in countless ways. ACM has recognized 42 of its members for their significant contributions to the development and application of computing in areas from data management and ...Similar Players : Name: Club: Joe Robbins: Ashton United: Finley Shrimpton: Scunthorpe United: Edvin ElevenYilun Zhao | Linyong Nan | Zhenting Qi | Rui Zhang | Dragomir Radev Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. Reasoning over tabular data requires both table structure understanding and a broad set of table reasoning skills. Current models with table-specific architectures and pre-training methods ...Raymond T. LaNinfa. Age 76. Cumberland, RI. 76, passed away peacefully on Tuesday, April 30, 2024, at HopeHealth Hulitar Hospice Center in Providence. Formerly of Cumberland, Ray was born in ...Publications. 2024. Fair Abstractive Summarization of Diverse Perspectives Yusen Zhang, Nan Zhang, Yixin Liu, Alexander Fabbri, Junru Liu, Ryo Kamoi, Xiaoxin Lu, Caiming Xiong, Jieyu Zhao, Dragomir Radev, Kathleen McKeown, Rui Zhang NAACL 2024. 2023. FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization Nan …Dragomir Radev was honored for his distinguished contributions to the fields of natural language processing, information retrieval, and artificial intelligence. Radev has served as secretary of the Association for Computational Linguistics, is co-founder of the North American Computational Linguistics Olympiad, and is a fellow of the ...Ahmed Hassan, Amjad Abu-Jbara, Wanchen Lu, Dragomir Radev. Computational Linguistics (2014) 40 (3): 539–562. Abstract . View article titled, A Random Walk–Based Model for Identifying Semantic Orientation. Open the ... Obituary Charles J. Fillmore. Dan Jurafsky. Computational Linguistics (2014) 40 (3): 725–731. Extract . View ...Dragomir Radev, the A. Bartlett Giamatti Professor of Computer Science, and a beloved member of the SEAS community, passed away March 29. A celebrated scholar on many subjects, Radev joined the Yale faculty in 2017 after years of accomplishments as a professor at the University of Michigan. With an overarching goal of building an infrastructure ...We introduce a stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. We test the technique on the problem of Text Summarization (TS).Ziming Mao. About. Hey, I am Ziming! I am a first-year PhD student at UC Berkeley, working with Prof. Ion Stoica and Prof. Scott Shenker. I graduated from Yale University, with double major in Computer Science and Philosophy. Earlier, I was advised by Prof. Anurag Khandelwal, Prof. Dragomir Radev at Yale, and Prof. Rashmi Vinayak at CMU.Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron Halfaker, Liqun Shao, Daniel McDuff, Ahmed Hassan Awadallah, Dragomir Radev, and Jianfeng Gao. 2023. Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models. In Findings of the Association for Computational Linguistics: ACL 2023, pages 1762–1773, …View Dragomir Radev's profile, machine learning models, research papers, and code. See more researchers and engineers like Dragomir Radev.Dragomir Radev was the A. Bartlett Giamatti Professor of Computer Science at Yale University. He had been a Fellow of ACM, AAAI, AAAS, and ACL. Dragomir's interests were in semantic parsing, text summarization, natural language generation, logical reasoning, and information retrieval.A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation Irene Li1, Michihiro Yasunaga 2, Muhammed Yavuz Nuzumlalı1, Cesar Caraballo3, Shiwani Mahajan3, Harlan Krumholz3, and Dragomir Radev1 1Department of Computer Science, Yale University 2Department of Computer Science, Stanford University 3School of Medicine, Yale University 1{irene.li,yavuz.nuzumlali,dragomir.radev ...We present DART, an open domain structured DAta Record to Text generation dataset with over 82k instances (DARTs). Data-to-Text annotations can be a costly process, especially when dealing with tables which are the major source of structured data and contain nontrivial structures. To this end, we propose a procedure of extracting semantic triples from tables that encodes their structures by ...Most existing studies in text-to-SQL tasks do not require generating complex SQL queries with multiple clauses or sub-queries, and generalizing to new, unseen databases. In this paper we propose SyntaxSQLNet, a syntax tree network to address the complex and cross-domain text-to-SQL generation task. SyntaxSQLNet employs a SQL specific syntax tree-based decoder with SQL generation path history ...24 Jul 2020 · Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev · Edit social preview The scarcity of comprehensive up-to-date studies on evaluation metrics for text summarization and the lack of consensus regarding evaluation protocols continue to inhibit progress.In this paper, we study the problem of addressee and response selection in multi-party conversations. Understanding multi-party conversations is challenging because of complex speaker interactions: multiple speakers exchange messages with each other, playing different roles (sender, addressee, observer), and these roles vary across turns. To tackle this challenge, we propose the Speaker ...The CS Department mourns the loss of Dragomir R. Radev, a 1999 computer science PhD graduate who unexpectedly passed away on March 29th in his home in New Haven, Connecticut. He was 54 years old and leaves behind his wife, Axinia, and children, Laura and Victoria. Sharing the news of the passing of Dragomir Radev, a dear friend and a leading professor of Computer Science, ... Peter Higgs obituary: the shy man who changed our understanding of the Universe Mar 7, 2015 · This is the second volume of a unique collection that brings together the best English-language problems created for students competing in the Computational Linguistics Olympiad. These problems are representative of the diverse areas presented in the competition and designed with three principles in mind:· To challenge the student analytically ... BRIO: Bringing Order to Abstractive Summarization. Yixin Liu, Pengfei Liu, Dragomir Radev, Graham Neubig. Abstractive summarization models are commonly trained using maximum likelihood estimation, which assumes a deterministic (one-point) target distribution in which an ideal model will assign all the probability mass to the …Procuring expressive molecular representations underpins AI-driven molecule design and scientific discovery. The research mainly focuses on atom-level homogeneous molecular graphs, ignoring the rich information in subgraphs or motifs. However, it has been widely accepted that substructures play a dominant role in …Other mentors include Cynthia Brandt MD, MPH, in biostatistics and emergency medicine, Ted Melnick, MD, MHS, in clinical informatics, and Dragomir Radev, PhD, in computer science. Khera is also a member of the Yale School of Medicine Janeway Society. Michael Nanna: ACCF Geriatric Cardiology Career Development AwardThere are many things a person can say at a funeral, including “Sorry for your loss,” states Everplans.com. Regardless of what is said, it is vital to be sincere and sensitive.LexRank: Graph-based Lexical Centrality as Salience in Text Summarization. We introduce a stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. We test the technique on the problem of Text Summarization (TS). Extractive TS relies on the concept of sentence salience to identify the most ...Ahmed Hassan, Amjad Abu-Jbara, Wanchen Lu, Dragomir Radev. Computational Linguistics (2014) 40 (3): 539–562. Abstract . View article titled, A Random Walk–Based Model for Identifying Semantic Orientation. Open the ... Obituary Charles J. Fillmore. Dan Jurafsky. Computational Linguistics (2014) 40 (3): 725–731. Extract . View ...Dragomir Urosevic Obituary. With heavy hearts, we announce the death of Dragomir Urosevic of Savannah, Georgia, who passed away on September 8, 2023. Family and friends are welcome to leave their condolences on this memorial page and share them with the family. There is no photo or video of Dragomir Urosevic.The scarcity of comprehensive up-to-date studies on evaluation metrics for text summarization and the lack of consensus regarding evaluation protocols continue to inhibit progress. We address the existing shortcomings of summarization evaluation methods along five dimensions: 1) we re-evaluate 14 automatic evaluation metrics in a comprehensive and consistent fashion using neural summarization ...Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.Vahed Qazvinian and Dragomir R. Radev. 2008. Scientific paper summarization using citation summary networks. In Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008), pages 689--696, Manchester, UK, August. Google Scholar Digital Library; Vahed Qazvinian and Dragomir R. Radev. 2010.The nomination letter should describe the specific service contributions of the nominee that merit the ACL Dragomir Radev Distinguished Service Award, describe their impact, and provide a proposed award citation of 30 words or fewer. Self-nominations are not accepted. The letters of endorsement should provide first-hand knowledge that supports ...
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, and Dragomir Radev. 2021. QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization.. Albertsons store finder
March 31, 2023 4:00 am CET. By Boryana Dzhambazova and Antoaneta Roussi. SOFIA — Bulgaria's fifth general election in two years on Sunday is unlikely to break the country's long-running political deadlock, meaning that the enigmatic president, Rumen Radev, is once again likely to be the main winner on the night.Dragomir Radev Professor, Computer Science, Yale University Verified email at yale.edu Yixin Liu Yale University Verified email at yale.edu Ansong Ni PhD Student, Yale University Verified email at yale.eduDragomir Radev: Tue., Thu. 4:00-5:15pm at AKW 200 : Courses in Spring 2018. Title Instructor Location and Time ; CPSC 477/577 Natural Language Processing: Dragomir Radev: Tue., Thu. 1:00-2:15pm at LORIA 250 : Courses in Fall 2017. Title Instructor Location and Time ; CPSC 470/570 Artificial Intelligencenominee that merit the ACL Dragomir Radev Distinguished Service Award, describe their impact, and provide a proposed award citation of 30 words or fewer. Self-nominations are not accepted. The letters of endorsement should provide first-hand knowledge that supports the statements in the nomination but does not merely repeat them.Dragomir Radev, Professor in Computer Science and Engineering, the School of Information, and in the Department of Linguistics, has coached US high school students to successful competition at the 13th International Linguistics Olympiad (IOL), which was held at the American University in Blagoevgrad, Bulgaria from July 20-24, 2015. It is the ninth year that Radev has coached the team.Funeral acknowledgements may go into more detail describing the deceased with words like “father,” “grandad,” “great-grandad” or “partner.”Dragomir Ivanov Radev-2020-2023. (Born 01 May, 2002) Midfielder. Current season & career stats available, including appearances, goals & transfer fees.Dragomir RADEV | Cited by 17,089 | of University of Michigan, Ann Arbor (U-M) | Read 301 publications | Contact Dragomir RADEVDragomir Radev University of Michigan [email protected] Beth Sundheim SPAWAR Systems Center [email protected] David Day Lisa Ferro Marcia Lazo The MITRE Corporation [email protected] R. Radev Pradeep Muthukrishnan Vahed Qazvinian. Dragomir R. Radev, Pradeep Muthukrishnan, and Vahed Qazvinian. 2009. The ACL Anthology Network Corpus. In Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries (NLPIR4DL), pages 54–61, Suntec City, Singapore. Association for Computational ...Help Dragomir Radev's family. Kathleen McKeown and 3 others are organizing this fundraiser on behalf of Axinia Radeva. Dragomir L. Radev, the A. Bartlett Giamatti Professor of Computer Science at Yale University, passed away suddenly on Wednesday, March 29th. He left behind his wife, Axinia, and two daughters, Laura and Victoria.17-Year-Old YouTuber Dies After Undergoing 7-Hour Heart Surgery: 'Heaven Gained Another Angel'. Alex Dragomir vlogged about his journey to receive a heart transplant, but ultimately died after he ...Lajanugen Logeswaran, Honglak Lee & Dragomir Radev Department of EECS University of Michigan Ann Arbor, MI 48109, USA fllajan,honglak,[email protected] ABSTRACT Modeling the structure of coherent texts is a task of great importance in NLP. The task of organizing a given set of sentences into a coherent order has beenDragomir R. Radev. Natural Language Processing, Spring 2015; Artificial Intelligence, Fall 2014; My old page at Columbia. Dragomir R. Radev. Natural Language ...Text summarization helps readers capture salient information from documents, news, interviews, and meetings. However, most state-of-the-art pretrained language models (LM) are unable to efficiently process long text for many summarization tasks. In this paper, we propose Summ$^N$, a simple, flexible, and effective multi-stage framework for input texts that are longer than the maximum context ...Binding Language Models in Symbolic Languages. Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A Smith, and Tao Yu, In International Conference on Learning Representations (ICLR 2023) 2023. arXiv Code Poster.Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, and Dragomir Radev. 2019 b. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task. arxiv: 1809.08887 [cs.CL] Google Scholar.
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