%0 Conference Proceedings %T CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning %A Tang, Xiangru %A Nair, Arjun %A Wang, Borui %A Wang, Bingyao %A Desai, Jai %A Wade, Aaron %A Li, Haoran %A Celikyilmaz, Asli %A Mehdad, Yashar %A Radev, Dragomir %Y Carpuat, Marine %Y de Marneffe, Marie-Catherine %Y Meza Ruiz, Ivan Vladimir %S Proceedings of ...Dragomir Radev, James Pustejovsky 1. Auflage 2013. Buch. xv, 191 S. Hardcover ISBN 978 3 642 34371 1 Format (B x L): 21 x 27,9 cm Gewicht: 769 g Weitere Fachgebiete > Literatur, Sprache > Angewandte Sprachwissenschaft > Studien zu einzelnen Sprachen & Sprachfamilien schnell und portofrei erhältlich beiDragomir 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 14th International Linguistics Olympiad (IOL), which was held at the Infosys campus in Mysore, India from from July 25 to July 29, 2016.It is the tenth year that Radev has coached the team.Dragomir R. Radev, University of Michigan computer science professor. Dragomir Stankovic (born 1972), Serbian football referee. Dragomir Tošić (1909-1985), Yugoslavian football player. Dragomir Vukobratović (born 1988), Serbian footballer. Most popular names.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).Lajanugen Logeswaran, Honglak Lee, Dragomir Radev. 22 Apr 2024 (modified: 21 Jul 2022) Submitted to ICLR 2017 Readers: Everyone. 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 been commonly used to build and evaluate models that ...One of the event's organizers, Dragomir Radev, the A. Bartlett Giamatti Professor of Computer Science, said the event is something that likely would not have happened ten or even five years ago. As the field of data science has picked up speed in recent years, though, it's become an integral part of numerous fields.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.eduAmjad Abu-Jbara | Jefferson Ezra | Dragomir Radev Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies SearchGraph-based Natural Language Processing and Information Retrieval - Ebook written by Rada Mihalcea, Dragomir Radev. Read this book using Google Play Books app on your PC, android, iOS devices. Download for offline reading, highlight, bookmark or take notes while you read Graph-based Natural Language Processing and Information Retrieval.We present CoSQL, a corpus for building cross-domain, general-purpose database (DB) querying dialogue systems. It consists of 30k+ turns plus 10k+ annotated SQL queries, obtained from a Wizard-of-Oz (WOZ) collection of 3k dialogues querying 200 complex DBs spanning 138 domains. Each dialogue simulates a real-world DB query …Crosslingual Generalization through Multitask Finetuning. Niklas Muennighoff and Thomas Wang and Lintang Sutawika and Adam Roberts and Stella Biderman and Teven Le Scao and M Saiful Bari and Sheng Shen and Zheng-Xin Yong and Hailey Schoelkopf and Xiangru Tang and Dragomir Radev and Alham Fikri Aji and Khalid Almubarak and Samuel Albanie and ...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.Chien-Sheng Wu 2 Caiming Xiong 2 Dragomir Radev 1 1Yale University, 2Salesforce AI, 3Carnegie Mellon University [email protected] , [email protected] Abstract Human evaluation is the foundation upon which the evaluation of both summarization systems and automatic metrics rests. How-View Dragomir Radev's profile, machine learning models, research papers, and code. See more researchers and engineers like Dragomir Radev.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 strong-performing automatic ...Steven Bird, Robert Dale, Bonnie Dorr, Bryan Gibson, Mark Joseph, Min-Yen Kan, Dongwon Lee, Brett Powley, Dragomir Radev and Yee Fan Tan (2008) The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics. In Proc. of Language Resources and Evaluation Conference …We present CoSQL, a corpus for building cross-domain, general-purpose database (DB) querying dialogue systems. It consists of 30k+ turns plus 10k+ annotated SQL queries, obtained from a Wizard-of-Oz (WOZ) collection of 3k dialogues querying 200 complex DBs spanning 138 domains. Each dialogue simulates a real-world DB query scenario with a crowd worker as a user exploring the DB and a SQL ...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 important sentences in a document or set of documents. …A prolific force in his field, Dragomir Radev, the A. Bartlett Giamatti Professor of Computer Science at Yale, wrote two books and numerous papers on computational linguistics and natural language processing. He died last Wednesday at the age of 54.Dragomir R. Radev (August 7, 1968 – March 29, 2023) was an American computer scientist who was a professor at Yale University, working on natural language processing and information retrieval.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 …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 Professor, Computer Science, Yale University Verified email at yale.edu. Hua Xu Robert T. McCluskey Professor, Section of Biomedical Informatics and Data Science, ... Q Mei, J Guo, D Radev. Proceedings of the 16th ACM SIGKDD international conference on Knowledge ...We are delighted to award the 2022 ACL Distinguished Service Award to Professor Dragomir (Drago) Radev, professor at Yale University and longtime member of the ACL, for his longstanding and sustained service to the ACL in a variety of leadership and service roles. Professor Radev received his PhD in 1999 from Columbia University and his areas ...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 UniverseDragomir Radev, the A. Bartlett Giamatti Professor of Computer Science, has been awarded the 2022 Distinguished Service Award from the Association for Computational Linguistics (ACL). The award recognizes an individual for extraordinary and extended service to the computational linguistics research community. Radev’s contributions to …Dragomir Radev, the A. Bartlett Giamatti Professor of Computer Science at Yale University, passed away on Wednesday, March 29, 2023. Prior to joining Yale, Drago was an esteemed member of the University of Michigan CSE and School of Information faculty from January 2000 - December 2016. Originally from Bulgaria, Drago received his PhD in ...Over 100 of the problems used in ELCLO competitions since 2007, plus solutions, have been compiled by Dragomir Radev to serve as a competition training manual, as well as for anyone seeking a ...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.%0 Conference Proceedings %T Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model %A Fabbri, Alexander %A Li, Irene %A She, Tianwei %A Li, Suyi %A Radev, Dragomir %Y Korhonen, Anna %Y Traum, David %Y Màrquez, Lluís %S Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics %D 2019 %8 July %I Association for ...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.G.F. DeJong. Skimming stories in real time: an experiment ,n ,ntegrated understanding. PhD thesis, Computer Science Department, Yale University, 1979.Dragomir Radev. First 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.Obituary published on Legacy.com by Evergreen Memorial Gardens Funeral Chapel on May 7, 2021. Maria Dragomir's passing has been publicly announced by Evergreen Memorial Gardens Funeral Chapel in ...This page isn’t available right now. But we’re working on a fix, ASAP. Try again soon.Dragomir Radev Professor of Computing Science, University of Alberta, Alberta, Canada Davood Rafiei About the authors. Yunyao Li is the Head of Machine Learning at Apple Knowledge Platform. Until early 2022, she was a Distinguished Research Staff Member and Senior Research Manager at IBM Research - Almaden. ...The Natural Language Group Department of Computer Science Columbia University New York City Finger me.: Teaching: Fall 1999: COMS 4705 (Natural Language Processing) Spring 1999: COMS 4999 (Computing and the Humanities) Fall 1997: COMS 6998 (Topics in Digital Libraries), jointly with Prof. Luis Gravano Fall 1996: COMS 1001 (Introduction to Computers) Spring 1995: COMS 4999 (Computing and the ...Losing a loved one is a difficult time, and planning a funeral can add additional stress. One important aspect of the funeral is creating a program that honors and commemorates the...Dragomir Radev. First 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.radev/distilbert-base-uncased-finetuned-emotion. Text Classification • Updated Jun 1 • 13 Updated Jun 1 • 13About 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 …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.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.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.The scarcity of comprehensive up-to-date studies on evaluation metrics for text summarization and the lack of consensus regarding evaluation protocols continues to inhibit progress. We address the existing shortcomings of summarization evaluation methods along five dimensions: 1) we re-evaluate 12 automatic evaluation metrics in a comprehensive and consistent fashion using neural summarization ...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."RT @vagabondjack: We're actively updating the Dolly repo with model improvements! Make sure to pull the latest changes. At $30 / 30min pe…"Authors: Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev. Download PDF Abstract: The scarcity of comprehensive up-to-date studies on evaluation metrics for text summarization and the lack of consensus regarding evaluation protocols continues to inhibit progress. We address the existing ... This page isn’t available right now. But we’re working on a fix, ASAP. Try again soon. A. Bartlett Giamatti Professor of Computer Science. Image. Contact InfoDragomir Radev will start as a Professor of Computer Science on January 1, 2017. Professor Radev's research interests are in Natural Language Processing (NLP), Information Retrieval, Machine Learning, and Artificial Intelligence. He is currently working on lexical semantics, sentiment analysis, question answering, text summarization, deep ...He goes through materials too quickly and doesn't explain properly, but you still learn a lot. Although his homeworks are a bit useless in my opinion. Helpful. 2. 1. Dragomir Radev is a professor in the Electrical Engineering department at University of Michigan - see what their students are saying about them or leave a rating yourself.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 New Haven, CT Fellow, ACM Fellow, ACL Fellow, AAAI Fellow, AAASSteven Bird, Robert Dale, Bonnie Dorr, Bryan Gibson, Mark Joseph, Min-Yen Kan, Dongwon Lee, Brett Powley, Dragomir Radev and Yee Fan Tan (2008) The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics. In Proc. of Language Resources and Evaluation Conference …May 25, 2022 | BY webmaster. We are delighted to award the 2022 ACL Distinguished Service Award to Professor Dragomir (Drago) Radev, professor at Yale University and longtime member of the ACL, for his longstanding and sustained service to the ACL in a variety of leadership and service roles. Professor Radev received his PhD in 1999 from ...He goes through materials too quickly and doesn't explain properly, but you still learn a lot. Although his homeworks are a bit useless in my opinion. Helpful. 2. 1. Dragomir Radev is a professor in the Electrical Engineering department at University of Michigan - see what their students are saying about them or leave a rating yourself.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.www.usa-obits.comDragomir 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. …Authors: Lajanugen Logeswaran, Honglak Lee, Dragomir Radev. View a PDF of the paper titled Sentence Ordering and Coherence Modeling using Recurrent Neural Networks, by Lajanugen Logeswaran and 2 other authors. View PDF Abstract: Modeling the structure of coherent texts is a key NLP problem. The task of coherently organizing a …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 ...Losing a loved one is never easy, but creating an obituary can be a meaningful way to honor their memory and share important information with friends, family, and the community. In...13 Jun 2023. OpenReview Archive Direct Upload. ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics. Zhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf, Edward W. Ayers, Dragomir Radev, Jeremy Avigad. 29 May 2023 (modified: 12 Dec 2023) Submitted to NeurIPS 2023 Datasets and Benchmarks.Dragomir Radev 71 publications . Amanda Stent 8 publications . Joel Tetreault 31 publications . Aasish Pappu 10 publications . Aikaterini Iliakopoulou 1 publication. Agustin Chanfreau 1 publication. Paloma de Juan ...Prof. Dragomir Radev has been elected a Fellow of the Association for Computing Machinery (ACM) for “contributions to natural language processing and computational linguistics.” Prof. Radev is a leader in the field of computational linguistics, which leverages techniques from computer science and linguistics and is concerned with the ...In this paper, we study an adaptive method to select online the pole value for a Laguerre scheme in Model Predictive Control (MPC) that yields high performance.DRAGOMIR, Constantine Passed away peacefully at Windsor Regional Hospital, Met Campus on his 93rd birthday, Thursday, September 15, 2011. Beloved husband of the late Jeannine (nee Cote) (2007).Dragomir is a resident at 2907 Philadelphia Str, Ann Arbor, MI 48103-6813. Damir Cavar is linked to this address. Dragomir has one listed phone number, (734) 347-0659 (Cellco Partnership). For contacting Dragomir, email at [email protected] goes through materials too quickly and doesn't explain properly, but you still learn a lot. Although his homeworks are a bit useless in my opinion. Helpful. 2. 1. Dragomir Radev is a professor in the Electrical Engineering department at University of Michigan - see what their students are saying about them or leave a rating yourself.Dragomir Radev Yale University [email protected] Jeremy Avigad Carnegie Mellon University [email protected] Abstract We introduce ProofNet, a benchmark for autoformalization and formal proving of undergraduate-level mathematics. The ProofNet benchmarks consists of 371 examples, each consisting of a formal theorem statement in …Help Dragomir Radev's family, organized by Kathleen McKeown. LiST: Lite Self-training Makes Efficient Few-shot Learners Key result: LiST is the new SOTA fine-tuning method for large language ...April 8, 2022. Prof. Dragomir Radev will speak Monday at the National Palace of Culture in Sofia, the capital of Bulgaria, at the launch of the Institute for Computer Science, Artificial Intelligence and Technology (INSAIT), a first-of-its-kind institute for artificial intelligence (AI) and computer science in Eastern Europe.Dragomir Radev will start as a Professor of Computer Science on January 1, 2017. Professor Radev’s research interests are in Natural Language Processing (NLP), Information Retrieval, Machine Learning, and Artificial Intelligence. He is currently working on lexical semantics, sentiment analysis, question answering, text summarization, deep ...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 reference summary.Michi Yasunaga. I am a research scientist at Meta, building next generation language models, multimodal models, and generative AI. Previously, I completed a PhD in AI at Stanford, advised by Percy Liang, Jure Leskovec and Chris Manning, and worked as a researcher at Google DeepMind . I am interested in building multimodal foundation models that ...Sep 5, 2019 · 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.
I'm a third-year Ph.D. student in the Computer Science department at Yale University working on Natural Language Processing. My advisor is Professor Arman Cohan, and I was very fortunate to have Professor Dragomir Radev as my advisor during my first two years at Yale. Before coming to Yale, I received my master's degree from the Language Technologies Institute at Carnegie Mellon University .... Gigi hadid and kobe bryant
Principal Investigator: Dragomir R. Radev | ResearchGate, the professional network for scientistsConclusion. We introduce RoSE, a benchmark whose underlying protocol and scale allow for more robust summarization evaluation across three datasets and encompassing two domains. Applying our benchmark, we re-evaluate the current state of human evaluation and its implications for both summarization system and automatic metric development. We ...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 ...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.Planning a funeral can be a trying time both emotionally and financially. There are many details to consider, and it’s normal for your mind to want to focus elsewhere while you’re ...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 ...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. ... Dragomir held a Ph.D. in Computer Science from Columbia ...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 ...Dragomir Radev, the A. Bartlett Giamatti Professor of Computer Science, and a beloved member of the SEAS community, passed away March 29, 2023. 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 ...Losing a loved one is never easy, but creating an obituary can be a meaningful way to honor their memory and share important information with friends, family, and the community. In...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.edu %0 Conference Proceedings %T CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning %A Tang, Xiangru %A Nair, Arjun %A Wang, Borui %A Wang, Bingyao %A Desai, Jai %A Wade, Aaron %A Li, Haoran %A Celikyilmaz, Asli %A Mehdad, Yashar %A Radev, Dragomir %Y Carpuat, Marine %Y de Marneffe, Marie-Catherine %Y Meza Ruiz, Ivan Vladimir %S Proceedings of ...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.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 AwardBRIO: 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 reference summary.Dragomir Radev, the A. Bartlett Giamatti Professor of Computer Science at Yale University, passed away on Wednesday, March 29, 2023. Prior to joining Yale, Drago was an esteemed member of the University of Michigan CSE and School of Information faculty from January 2000 - December 2016. Originally from Bulgaria, Drago received his PhD in ...Dragomir Radev Yale University Connecticut, USA [email protected] Qiang Zhang Zhejiang University Hangzhou, China [email protected] Abstract Procuring expressive molecular representations underpins AI-driven molecule de-sign and scientific discovery. The research to date mainly focuses on atom-level.
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