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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"

50 / 288 papers shown

Title
GPT Struct Me: Probing GPT Models on Narrative Entity Extraction Hugo Sousa Nuno Guimarães A. Jorge Ricardo Campos 279 9 0 24 Nov 2023
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models Yuhan Liu Shangbin Feng Xiaochuang Han Vidhisha Balachandran Chan Young Park Sachin Kumar Yulia Tsvetkov DiffM 238 6 0 16 Nov 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Shafiq Joty Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 272 79 0 15 Nov 2023
Predicting Text Preference Via Structured Comparative ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jing Nathan Yan Tianqi Liu Celine Lee Jiaming Shen Zhen Qin ... Charumathi Lakshmanan Y. Kurzion Alexander M. Rush Jialu Liu Michael Bendersky LRM 196 9 0 14 Nov 2023
Fair Abstractive Summarization of Diverse PerspectivesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Yusen Zhang Nan Zhang Yixin Liu Alexander R. Fabbri Junru Liu ... Caiming Xiong Jieyu Zhao Dragomir R. Radev Kathleen McKeown Rui Zhang 120 23 0 14 Nov 2023
Translating Legalese: Enhancing Public Understanding of Court Opinions with Legal SummarizersSymposium on Computer Science and Law (CSL), 2023 Elliott Ash Aniket Kesari Suresh Naidu Lena Song Dominik Stammbach ELM 175 12 0 11 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Fröbe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 382 23 0 08 Nov 2023
FaMeSumm: Investigating and Improving Faithfulness of Medical SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nan Zhang Yusen Zhang Wu Guo P. Mitra Rui Zhang HILM 237 14 0 03 Nov 2023
Grounded Intuition of GPT-Vision's Abilities with Scientific Images Alyssa Hwang Andrew Head Chris Callison-Burch 225 6 0 03 Nov 2023
Building Real-World Meeting Summarization Systems using Large Language Models: A Practical PerspectiveConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Md Tahmid Rahman Laskar Xue-Yong Fu Cheng-Hsiung Chen TN ShashiBhushan 301 51 0 30 Oct 2023
Constituency Parsing using LLMsIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2023 X. Bai Jialong Wu Yulong Chen Zhongqing Wang Kehai Chen Min Zhang Yue Zhang 301 1 0 30 Oct 2023
From Transcripts to Insights: Uncovering Corporate Risks Using Generative AISocial Science Research Network (SSRN), 2023 Alex G. Kim Maximilian Muhn Valeri V. Nikolaev 345 15 0 26 Oct 2023
Background Summarization of Event TimelinesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Adithya Pratapa Kevin Small Markus Dreyer 218 2 0 24 Oct 2023
Dissecting In-Context Learning of Translations in GPTs Vikas Raunak Hany Awadalla Arul Menezes 145 3 0 24 Oct 2023
NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical NotesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Junda Wang Zonghai Yao Zhichao Yang Huixue Zhou Rumeng Li Xun Wang Yucheng Xu Hong-ye Yu LM&MA 277 33 0 24 Oct 2023
Large Language Model Prediction Capabilities: Evidence from a Real-World Forecasting Tournament P. Schoenegger Peter S. Park ELM AI4TS 196 21 0 17 Oct 2023
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search DecodingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Lorenzo Jaime Yu Flores Heyuan Huang Kejian Shi Sophie Chheang Arman Cohan MedIm 209 12 0 17 Oct 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti Fardin Ahsan Sakib Saadat Rezaul Karim Md Hasan Khan Md. Mushfiqur Rahman 214 8 0 17 Oct 2023
Generating Summaries with Controllable Readability LevelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Leonardo F. R. Ribeiro Mohit Bansal Markus Dreyer 231 26 0 16 Oct 2023
On Context Utilization in Summarization with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq Joty 472 29 0 16 Oct 2023
Metric Ensembles For Hallucination Detection Grant C. Forbes Parth Katlana Zeydy Ortiz HILM 168 5 0 16 Oct 2023
Harnessing the Power of LLMs: Evaluating Human-AI Text Co-Creation through the Lens of News Headline GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zijian Ding Alison Smith-Renner Wenjuan Zhang Joel R. Tetreault Alejandro Jaimes 258 31 0 16 Oct 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 224 6 0 15 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 415 272 0 13 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 326 8 0 13 Oct 2023
An experiment on an automated literature survey of data-driven speech enhancement methodsActa Acustica (Acta Acust.), 2023 Arthur Nicholas dos Santos J. Pereira Rodrigo Nogueira Bruno Masiero Shiva Sander-Tavallaey Elias Zea 120 0 0 10 Oct 2023
Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models Song Guo Jiahang Xu Li Zhang Mao Yang 228 18 0 08 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 259 212 0 06 Oct 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2023 Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 366 7 0 04 Oct 2023
BooookScore: A systematic exploration of book-length summarization in the era of LLMsInternational Conference on Learning Representations (ICLR), 2023 Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 357 153 0 01 Oct 2023
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 198 60 0 18 Sep 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 212 4 0 16 Sep 2023
Bias in News Summarization: Measures, Pitfalls and CorporaAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Julius Steen Katja Markert 335 12 0 14 Sep 2023
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT ModelBigData Congress [Services Society] (BSS), 2023 Neel Jitesh Bhate Ansh Mittal Zhe He Xiao Luo 215 14 0 11 Sep 2023
Does Writing with Language Models Reduce Content Diversity?International Conference on Learning Representations (ICLR), 2023 Vishakh Padmakumar He He 377 133 0 11 Sep 2023
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Griffin Adams Alexander R. Fabbri Faisal Ladhak Eric Lehman Noémie Elhadad 206 75 0 08 Sep 2023
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Ran Bi Su He Zhenyu He Jiacheng Lin Qizhi Pei Jie Shao Wei Zhang LM&MA SyDa 162 14 0 27 Aug 2023
Evaluation of Faithfulness Using the Longest Supported Subsequence Anirudh Mittal Timo Schick Mikel Artetxe Jane Dwivedi-Yu ALM 142 2 0 23 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 268 15 0 23 Aug 2023
Evaluation of really good grammatical error correctionInternational Conference on Language Resources and Evaluation (LREC), 2023 Robert Östling Katarina Gillholm Murathan Kurfali Marie Mattson Mats Wirén 105 2 0 17 Aug 2023
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt InjectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zekun Li Baolin Peng Pengcheng He Xifeng Yan ELM SILM AAML 240 44 0 17 Aug 2023
Shepherd: A Critic for Language Model Generation Tianlu Wang Ping Yu Xiaoqing Ellen Tan Sean O'Brien Ramakanth Pasunuru Jane Dwivedi-Yu O. Yu. Golovneva Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ALM 187 104 0 08 Aug 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2023 Vaibhav Adlakha Parishad BehnamGhader Xing Han Lù Nicholas Meade Siva Reddy 333 172 0 31 Jul 2023
SuperCLUE: A Comprehensive Chinese Large Language Model Benchmark Liang Xu Anqi Li Lei Zhu Han Xue Changtai Zhu Kangkang Zhao Hao He Xuanwei Zhang Qiyue Kang Zhenzhong Lan RALM ELM LRM 167 69 0 27 Jul 2023
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark RemedyAAAI Conference on Artificial Intelligence (AAAI), 2023 Yu Fu Deyi Xiong Yue Dong WaLM 263 52 0 25 Jul 2023
How is ChatGPT's behavior changing over time? Lingjiao Chen Matei A. Zaharia James Zou ELM KELM AI4MH 384 534 0 18 Jul 2023
Argumentative Segmentation Enhancement for Legal Summarization Huihui Xu Kevin D. Ashley AILaw 171 7 0 11 Jul 2023
InstructEval: Systematic Evaluation of Instruction Selection Methods Anirudh Ajith Chris Pan Mengzhou Xia Ameet Deshpande Karthik Narasimhan ELM 161 21 0 01 Jul 2023
SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical SummarizationClinical Natural Language Processing Workshop (ClinicalNLP), 2023 Yash Mathur Sanketh Rangreji Raghav Kapoor Medha Palavalli Amanda Bertsch Matthew R. Gormley AI4MH 149 22 0 30 Jun 2023
Benchmarking Large Language Model Capabilities for Conditional GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Joshua Maynez Priyanka Agrawal Sebastian Gehrmann ELM LM&MA 226 34 0 29 Jun 2023