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News Summarization and Evaluation in the Era of GPT-3

26 September 2022

Papers citing "News Summarization and Evaluation in the Era of GPT-3"

38 / 288 papers shown

Title
SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts R. Reddy Daniel Lee Yi R. Fung Khanh Duy Nguyen Qi Zeng Pengfei Yu Ziqi Wang Clare R. Voss Heng Ji 192 8 0 25 Mar 2023
Mapping the Design Space of Interactions in Human-AI Text Co-creation Tasks Zijian Ding Joel Chan 144 20 0 11 Mar 2023
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course SummarizationMachine Learning in Health Care (MLHC), 2023 Griffin Adams Jason Zucker Noémie Elhadad 167 26 0 07 Mar 2023
The AI Ghostwriter Effect: When Users Do Not Perceive Ownership of AI-Generated Text But Self-Declare as Authors Fiona Draxler Anna Werner Florian Lehmann Matthias Hoppe Albrecht Schmidt Daniel Buschek Robin Welsch DeLMO 111 38 0 06 Mar 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models Jiaan Wang Yunlong Liang Fandong Meng Beiqi Zou Zhixu Li Jianfeng Qu Jie Zhou ELM 265 37 0 28 Feb 2023
Guiding Large Language Models via Directional Stimulus PromptingNeural Information Processing Systems (NeurIPS), 2023 Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 315 126 0 22 Feb 2023
ChatGPT: Jack of all trades, master of noneInformation Fusion (Inf. Fusion), 2023 Jan Kocoñ Igor Cichecki Oliwier Kaszyca Mateusz Kochanek Dominika Szydło ... Maciej Piasecki Lukasz Radliñski Konrad Wojtasik Stanislaw Wo'zniak Przemyslaw Kazienko AI4MH 481 660 0 21 Feb 2023
How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation Amr Hendy M. Abdelrehim Amr Sharaf Vikas Raunak Mohamed Gabr Hitokazu Matsushita Young Jin Kim Mohamed Afify Hany Awadalla ELM LM&MA AI4CE 197 531 0 18 Feb 2023
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization Xianjun Yang Yan Li Xinlu Zhang Haifeng Chen Wei Cheng AI4MH 217 203 0 16 Feb 2023
Envisioning the Next-Gen Document Reader Catherine Yeh Nedim Lipka Franck Dernoncourt SyDa 78 0 0 15 Feb 2023
Conversational AI-Powered Design: ChatGPT as Designer, User, and Product A. Kocaballi 183 49 0 15 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Jane Polak Scowcroft ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 614 1,583 0 08 Feb 2023
IC3: Image Captioning by Committee ConsensusConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 248 23 0 02 Feb 2023
Benchmarking Large Language Models for News SummarizationTransactions of the Association for Computational Linguistics (TACL), 2023 Tianyi Zhang Faisal Ladhak Esin Durmus Abigail Z. Jacobs Kathleen McKeown Tatsunori B. Hashimoto ELM 267 652 0 31 Jan 2023
Prompting Large Language Model for Machine Translation: A Case StudyInternational Conference on Machine Learning (ICML), 2023 Biao Zhang Barry Haddow Alexandra Birch LRM 353 362 0 17 Jan 2023
Crowd Score: A Method for the Evaluation of Jokes using Large Language Model AI Voters as Judges Fabrício Góes Zisen Zhou Piotr Sawicki M. Grzes Daniel Brown 118 13 0 21 Dec 2022
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 John Giorgi Luca Soldaini Bo Wang Gary D. Bader Kyle Lo Lucy Lu Wang Arman Cohan 211 21 0 20 Dec 2022
Socratic Pretraining: Question-Driven Pretraining for Controllable SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Artidoro Pagnoni Alexander R. Fabbri Wojciech Kry'sciñski Chien-Sheng Wu RALM 371 20 0 20 Dec 2022
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Dheeru Dua Emma Strubell Sameer Singh Pat Verga OOD 184 3 0 20 Dec 2022
LENS: A Learnable Evaluation Metric for Text SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mounica Maddela Yao Dou David Heineman Wei Xu 205 75 0 19 Dec 2022
Explanation Regeneration via Information BottleneckAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Qintong Li Zhiyong Wu Lingpeng Kong Wei Bi 204 4 0 19 Dec 2022
Statistical Dataset Evaluation: Reliability, Difficulty, and Validity Chengwen Wang Qingxiu Dong Xiaochen Wang Haitao Wang Zhifang Sui XAI 135 4 0 19 Dec 2022
Neural Story Planning Anbang Ye Christopher Cui Taiwei Shi Mark O. Riedl 102 8 0 16 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Shafiq Joty Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 236 153 0 15 Dec 2022
SumREN: Summarizing Reported Speech about Events in NewsAAAI Conference on Artificial Intelligence (AAAI), 2022 R. Reddy Heba Elfardy Hou Pong Chan Kevin Small Chenhui Xu 187 5 0 02 Dec 2022
Prompted Opinion Summarization with GPT-3.5Annual Meeting of the Association for Computational Linguistics (ACL), 2022 Adithya Bhaskar Alexander R. Fabbri Greg Durrett ELM 194 69 0 29 Nov 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary ResourcesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xinyan Velocity Yu Akari Asai Trina Chatterjee Junjie Hu Eunsol Choi 184 28 0 28 Nov 2022
Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models Vikas Raunak Matt Post Arul Menezes EGVM 244 1 0 19 Nov 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 175 21 0 17 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 146 52 0 14 Nov 2022
MACSum: Controllable Summarization with Mixed AttributesTransactions of the Association for Computational Linguistics (TACL), 2022 Yusen Zhang Yang Liu Ziyi Yang Yuwei Fang Yulong Chen Dragomir R. Radev Chenguang Zhu Michael Zeng Rui Zhang 177 20 0 09 Nov 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Melanie Sclar Peter West Sachin Kumar Yulia Tsvetkov Yejin Choi 133 22 0 25 Oct 2022
WikiWhy: Answering and Explaining Cause-and-Effect QuestionsInternational Conference on Learning Representations (ICLR), 2022 Matthew Ho Aditya Sharma Justin Chang Michael Stephen Saxon Sharon Levy Yujie Lu William Yang Wang ReLM KELM LRM 357 25 0 21 Oct 2022
Enabling Conversational Interaction with Mobile UI using Large Language ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2022 Bryan Wang Gang Li Yang Li 368 170 0 18 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 156 18 0 07 Sep 2022
Abstractive Meeting Summarization: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2022 Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 239 19 0 08 Aug 2022
SMART: Sentences as Basic Units for Text EvaluationInternational Conference on Learning Representations (ICLR), 2022 Reinald Kim Amplayo Peter J. Liu Yao-Min Zhao Shashi Narayan 174 23 0 01 Aug 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated TextJournal of Artificial Intelligence Research (JAIR), 2022 Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 504 218 0 14 Feb 2022