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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
Forecasting Future International Events: A Reliable Dataset for Text-Based Event ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Daehoon Gwak Junwoo Park Minho Park C. Park Hyunchan Lee E. Choi Jaegul Choo 225 1 0 21 Nov 2024
"It was 80% me, 20% AI": Seeking Authenticity in Co-Writing with Large Language Models Angel Hsing-Chi Hwang Qingmin Liao Su Lin Blodgett Alexandra Olteanu Adam Trischler 249 8 0 20 Nov 2024
Empowering Meta-Analysis: Leveraging Large Language Models for Scientific SynthesisBigData Congress [Services Society] (BSS), 2024 Jawad Ibn Ahad Rafeed Mohammad Sultan Abraham Kaikobad Fuad Rahman M. R. Amin Nabeel Mohammed Shafin Rahman 177 2 0 16 Nov 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Chuhan Li Ziyao Shangguan Yilun Zhao Deyuan Li Yongxu Liu Arman Cohan 209 9 0 06 Nov 2024
On Positional Bias of Faithfulness for Long-form SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 David Wan Jesse Vig Joey Tianyi Zhou Shafiq Joty HILM 216 13 0 31 Oct 2024
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization David Thulke Yingbo Gao Rricha Jalota Christian Dugast Hermann Ney 246 4 0 24 Oct 2024
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process Bohdan M. Pavlyshenko 91 0 0 21 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Haohan Yuan Haopeng Zhang 161 3 0 21 Oct 2024
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Yuankai Li Jia-Chen Gu Di Wu Kai-Wei Chang Nanyun Peng RALM MQ 236 1 0 20 Oct 2024
ELF-Gym: Evaluating Large Language Models Generated Features for Tabular PredictionInternational Conference on Information and Knowledge Management (CIKM), 2024 Yanlin Zhang Ning Li Quan Gan Weinan Zhang David Wipf Minjie Wang 119 4 0 13 Oct 2024
Simultaneous Reward Distillation and Preference Learning: Get You a Language Model Who Can Do Both Abhijnan Nath Changsoo Jung Ethan Seefried Nikhil Krishnaswamy 935 5 0 11 Oct 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yangfan Ye Xiachong Feng Xiaocheng Feng Weitao Ma Libo Qin Dongliang Xu Qing Yang Hongtao Liu Bing Qin 171 8 0 05 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 289 13 0 05 Oct 2024
How to Train Long-Context Language Models (Effectively)Annual Meeting of the Association for Computational Linguistics (ACL), 2024 Tianyu Gao Alexander Wettig Howard Yen Danqi Chen RALM 518 86 0 03 Oct 2024
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly Howard Yen Tianyu Gao Minmin Hou Ke Ding Daniel Fleischer Peter Izsak Moshe Wasserblat Danqi Chen ALM ELM 264 63 0 03 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization PreferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yang Han Yiming Wang Rui Wang Lu Chen Kai Yu AI4TS ALM 115 4 0 01 Oct 2024
A Critical Look at Meta-evaluating Summarisation Evaluation MetricsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xiang Dai Sarvnaz Karimi Biaoyan Fang 217 1 0 29 Sep 2024
Visualizationary: Automating Design Feedback for Visualization Designers using LLMs Sungbok Shin Sanghyun Hong Niklas Elmqvist 147 7 0 19 Sep 2024
Enriching Datasets with Demographics through Large Language Models: What's in a Name? Khaled AlNuaimi Gautier Marti Mathieu Ravaut Abdulla Alketbi Andreas Henschel Raed Jaradat 127 4 0 17 Sep 2024
NovAScore: A New Automated Metric for Evaluating Document Level NoveltyInternational Conference on Computational Linguistics (COLING), 2024 Lin Ai Ziwei Gong Harshsaiprasad Deshpande Alexander Johnson Emmy Phung Ahmad Emami Julia Hirschberg 118 2 0 14 Sep 2024
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection Mengya Hu Rui Xu Deren Lei Yaxi Li Mingyu Wang Emily Ching Eslam Kamal Alex Deng 134 6 0 22 Aug 2024
Benchmarking Large Language Models for Math Reasoning Tasks Kathrin Seßler Yao Rong Emek Gözlüklü Enkelejda Kasneci LRM 135 12 0 20 Aug 2024
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong Hangyu Mao Qi Zhao Bin Zhang Jingqing Ruan Li Shen Yongzhe Chang Xueqian Wang Rui Zhao Dacheng Tao OffRL 373 5 0 20 Aug 2024
See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses Yulong Chen Yang Liu Jianhao Yan X. Bai Ming Zhong Yinghao Yang Ziyi Yang Chenguang Zhu Yue Zhang ALM ELM 154 17 0 16 Aug 2024
MMREC: LLM Based Multi-Modal Recommender SystemInternational Workshop on Semantic and Social Media Adaptation and Personalization (SSMAP), 2024 Jiahao Tian Jinman Zhao Zhenkai Wang Zhicheng Ding 261 32 0 08 Aug 2024
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Anum Afzal Ribin Chalumattu Florian Matthes Laura Mascarell ALM ELM 218 13 0 16 Jul 2024
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders Jinseok Kim Jaewon Jung Sangyeop Kim S. Park Sungzoon Cho 114 1 0 09 Jul 2024
It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human Jakub Harasta Tereza Novotná Jaromír Šavelka ELM 235 16 0 09 Jul 2024
GPT-4 vs. Human Translators: A Comprehensive Evaluation of Translation Quality Across Languages, Domains, and Expertise Levels Jianhao Yan Pingchuan Yan Yulong Chen Judy Li Xianchao Zhu Yue Zhang LM&MA ELM 199 25 0 04 Jul 2024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation Xinglin Wang Yiwei Li Shaoxiong Feng Peiwen Yuan Boyuan Pan Heda Wang Yao Hu Kan Li 206 18 0 02 Jul 2024
Compare without Despair: Reliable Preference Evaluation with Generation Separability Sayan Ghosh Tejas Srinivasan Swabha Swayamdipta 217 3 0 02 Jul 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Jundong Li Shuaiqiang Wang D. Yin Sumi Helal 304 70 0 28 Jun 2024
Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification Ziyu Yang Santhosh Cherian Slobodan Vucetic MedIm 219 0 0 27 Jun 2024
Cascading Large Language Models for Salient Event Graph Generation Xingwei Tan Yuxiang Zhou Gabriele Pergola Yulan He 314 8 0 26 Jun 2024
Following Length Constraints in Instructions Weizhe Yuan Ilia Kulikov Ping Yu Kyunghyun Cho Sainbayar Sukhbaatar Jason Weston Jing Xu FaML ALM 159 31 0 25 Jun 2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback Ju-Seung Byun Jiyun Chun Jihyung Kil Andrew Perrault ReLM LRM 258 12 0 25 Jun 2024
Large Language Models are Interpretable Learners Ruochen Wang Si Si Felix X. Yu Dorothea Wiesmann Cho-Jui Hsieh Inderjit Dhillon 265 6 0 25 Jun 2024
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection Jooyoung Lee Toshini Agrawal Adaku Uchendu Thai V. Le Jinghui Chen Dongwon Lee 335 7 0 24 Jun 2024
Dual-Phase Accelerated Prompt OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Muchen Yang Moxin Li Yongle Li Zijun Chen Chongming Gao Junqi Zhang Yangyang Li Fuli Feng 82 2 0 19 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 232 84 0 17 Jun 2024
Guiding In-Context Learning of LLMs through Quality Estimation for Machine Translation Javad Pourmostafa Roshan Sharami D. Shterionov Pieter Spronck 184 0 0 12 Jun 2024
Prompt-Based Length Controlled Generation with Multiple Control Types Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 168 16 0 12 Jun 2024
Key-Element-Informed sLLM Tuning for Document SummarizationInterspeech (Interspeech), 2024 Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 231 10 0 07 Jun 2024
Improving Uncertainty Estimation through Semantically Diverse Language GenerationInternational Conference on Learning Representations (ICLR), 2024 L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 240 18 0 06 Jun 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools Avi Caciularu Alon Jacovi Eyal Ben-David Sasha Goldshtein Tal Schuster Jonathan Herzig G. Elidan Amir Globerson LMTD 182 5 0 05 Jun 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends S. Ramprasad Elisa Ferracane Zachary Chase Lipton HILM 160 19 0 05 Jun 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization Xiaobo Guo Soroush Vosoughi 179 1 0 05 Jun 2024
Guiding ChatGPT to Generate Salient Domain Summaries Jun Gao Ziqiang Cao Shaoyao Huang Luozheng Qin Chunhui Ai 240 1 0 03 Jun 2024
RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Models Aditya Gunturu S. Jadon Nandi Zhang Jarin Thundathil Jarin Thundathil Wesley Willett Ryo Suzuki SyDa 191 0 0 28 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu LRM ALM LM&MA ELM 387 110 0 21 May 2024

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News Summarization and Evaluation in the Era of GPT-3

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