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SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization

27 November 2019

Papers citing "SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization"

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Title
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference Janghwan Lee Jiwoong Park Jinseok Kim Yongjik Kim Jungju Oh Jinwook Oh Jungwook Choi 73 2 0 15 Nov 2024
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning Chaeyun Jang Hyungi Lee Jungtaek Kim Juho Lee MoMe 136 4 0 11 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 178 0 0 07 Nov 2024
VERITAS: A Unified Approach to Reliability Evaluation Rajkumar Ramamurthy Meghana Arakkal Rajeev Oliver Molenschot James Zou Nazneen Rajani HILM 101 1 0 05 Nov 2024
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives Vincent Hanke Tom Blanchard Franziska Boenisch Iyiola Emmanuel Olatunji Michael Backes Adam Dziedzic PILM 98 6 0 02 Nov 2024
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators Krishna Teja Chitty-Venkata Siddhisanket Raskar B. Kale Farah Ferdaus Aditya Tanikanti Ken Raffenetti Valerie Taylor M. Emani V. Vishwanath 150 12 0 31 Oct 2024
Dynamic Vocabulary Pruning in Early-Exit LLMs Jort Vincenti Karim Abdel Sadek Joan Velja Matteo Nulli Metod Jazbec 55 0 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 178 7 0 24 Oct 2024
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization Yugandhar Reddy Gogireddy Jithendra Reddy Gogireddy 43 0 0 21 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 57 2 0 21 Oct 2024
Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding Hidetaka Kamigaito Hiroyuki Deguchi Yusuke Sakai Katsuhiko Hayashi Taro Watanabe 120 2 0 19 Oct 2024
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization Xiutian Zhao Ke Wang Wei Peng 49 3 0 17 Oct 2024
MARS: Multilingual Aspect-centric Review Summarisation Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 41 0 0 13 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 134 4 0 11 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 105 1 0 03 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 47 0 0 03 Oct 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 64 0 0 29 Sep 2024
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu AAML 132 46 0 26 Sep 2024
DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications Sathya Krishnan Suresh Wu Mengjun Tushar Pranav Eng Siong Chng 45 0 0 25 Sep 2024
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends Xinghua Zhang Haiyang Yu Yongbin Li Minzheng Wang Longze Chen Fei Huang 93 7 0 21 Sep 2024
Semformer: Transformer Language Models with Semantic Planning Yongjing Yin Junran Ding Kai Song Yue Zhang 131 5 0 17 Sep 2024
Prompt Obfuscation for Large Language Models David Pape Thorsten Eisenhofer Thorsten Eisenhofer Lea Schönherr AAML 172 4 0 17 Sep 2024
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks Zi Yang 44 2 0 10 Sep 2024
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning Keer Lu Xiaonan Nie Zhuoran Zhang Zheng Liang Da Pan ... Weipeng Chen Guosheng Dong Bin Cui Bin Cui Wentao Zhang 109 0 0 02 Sep 2024
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models Alec Solway ALM 85 0 0 29 Aug 2024
Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models Artem Vazhentsev Ekaterina Fadeeva Rui Xing Alexander Panchenko Preslav Nakov Timothy Baldwin Maxim Panov Artem Shelmanov HILM 64 3 0 20 Aug 2024
Zero-shot Factual Consistency Evaluation Across Domains Raunak Agarwal HILM 116 0 0 07 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 114 6 0 31 Jul 2024
Palu: Compressing KV-Cache with Low-Rank Projection Chi-Chih Chang Wei-Cheng Lin Chien-Yu Lin Chong-Yan Chen Yu-Fang Hu Pei-Shuo Wang N. Huang Luis Ceze Kai-Chiang Wu 110 2 0 30 Jul 2024
Machine Unlearning in Generative AI: A Survey Zheyuan Liu Guangyao Dou Zhaoxuan Tan Yijun Tian Meng Jiang MU 109 19 0 30 Jul 2024
MUSCLE: A Model Update Strategy for Compatible LLM Evolution Jessica Echterhoff Fartash Faghri Raviteja Vemulapalli Ting-Yao Hu Chun-Liang Li Oncel Tuzel Hadi Pouransari KELM 97 2 0 12 Jul 2024
Exploring the Effectiveness of Methods for Persona Extraction Konstantin Zaitsev 56 0 0 12 Jul 2024
Optimising Hard Prompts with Few-Shot Meta-Prompting Sayash Raaj Hiraou 89 2 0 09 Jul 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations Md Tahmid Rahman Laskar Sawsan Alqahtani M Saiful Bari Mizanur Rahman Mohammad Abdullah Matin Khan ... Chee Wei Tan Md. Rizwan Parvez Enamul Hoque Shafiq Joty Jimmy Huang ELM ALM 105 41 0 04 Jul 2024
Neurocache: Efficient Vector Retrieval for Long-range Language Modeling Ali Safaya Deniz Yuret 73 1 0 02 Jul 2024
Efficient Sparse Attention needs Adaptive Token Release Chaoran Zhang Lixin Zou Dan Luo Min Tang Xiangyang Luo Zihao Li Chenliang Li 108 5 0 02 Jul 2024
Compare without Despair: Reliable Preference Evaluation with Generation Separability Sayan Ghosh Tejas Srinivasan Swabha Swayamdipta 77 2 0 02 Jul 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Philippe Laban Alexander R. Fabbri Caiming Xiong Chien-Sheng Wu RALM 124 51 0 01 Jul 2024
A Fingerprint for Large Language Models Zhiguang Yang Hanzhou Wu 118 10 0 01 Jul 2024
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs Ashwinee Panda Berivan Isik Xiangyu Qi Sanmi Koyejo Tsachy Weissman Prateek Mittal MoMe 139 16 0 24 Jun 2024
Word Matters: What Influences Domain Adaptation in Summarization? Yinghao Li Siyu Miao Heyan Huang Yang Gao 87 4 0 21 Jun 2024
MU-Bench: A Multitask Multimodal Benchmark for Machine Unlearning Jiali Cheng Hadi Amiri BDL 106 4 0 21 Jun 2024
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu Jey Han Lau Jianzhong Qi HILM 93 3 0 20 Jun 2024
The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts Zhili Shen Zihang Xi Ying He Wei Tong Jingyu Hua Sheng Zhong SILM 86 8 0 20 Jun 2024
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Devichand Budagam Sankalp KJ Ashutosh Kumar Vinija Jain Aman Chadha 80 1 0 18 Jun 2024
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling Yu Bai Xiyuan Zou Heyan Huang Sanxing Chen Marc-Antoine Rondeau Yang Gao Jackie Chi Kit Cheung 75 7 0 17 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 134 27 0 17 Jun 2024
Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions Yiming Tang Bin Dong 66 0 0 16 Jun 2024
Safety Alignment Should Be Made More Than Just a Few Tokens Deep Xiangyu Qi Ashwinee Panda Kaifeng Lyu Xiao Ma Subhrajit Roy Ahmad Beirami Prateek Mittal Peter Henderson 118 142 0 10 Jun 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends S. Ramprasad Elisa Ferracane Zachary Chase Lipton HILM 73 15 0 05 Jun 2024