v1v2 (latest)

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"

50 / 383 papers shown

Title
A Study of Optimizations for Fine-tuning Large Language Models Arjun Singh Nikhil Pandey Anup Shirgaonkar Pavan Manoj Vijay Aski 56 5 0 04 Jun 2024
Diver: Large Language Model Decoding with Span-Level Mutual Information Verification Jinliang Lu Chen Wang Jiajun Zhang 112 3 0 04 Jun 2024
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling Zefan Cai Yichi Zhang Bofei Gao Yuliang Liu Yongqian Li ... Wayne Xiong Yue Dong Baobao Chang Junjie Hu Wen Xiao 196 107 0 04 Jun 2024
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models Cheng-Hsun Hsueh Paul Kuo-Ming Huang Tzu-Han Lin Che-Wei Liao Hung-Chieh Fang Chao-Wei Huang Yun-Nung Chen KELM 82 6 0 03 Jun 2024
Guiding ChatGPT to Generate Salient Domain Summaries Jun Gao Ziqiang Cao Shaoyao Huang Luozheng Qin Chunhui Ai 105 1 0 03 Jun 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors Renzhi Wang Piji Li KELM 60 6 0 29 May 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models Chia-Yi Hsu Yu-Lin Tsai Chih-Hsun Lin Pin-Yu Chen Chia-Mu Yu Chun-ying Huang 141 56 0 27 May 2024
Perturbation-Restrained Sequential Model Editing Junjie Ma Hong Wang Haoyang Xu Zhen-Hua Ling Jia-Chen Gu KELM 165 11 0 27 May 2024
Compressing Lengthy Context With UltraGist Peitian Zhang Zheng Liu Shitao Xiao Ninglu Shao Qiwei Ye Zhicheng Dou 46 4 0 26 May 2024
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion Jiayi Yao Hanchen Li Yuhan Liu Siddhant Ray Yihua Cheng Qizheng Zhang Kuntai Du Shan Lu Junchen Jiang 125 24 0 26 May 2024
Are Long-LLMs A Necessity For Long-Context Tasks? Hongjin Qian Zheng Liu Peitian Zhang Kelong Mao Yujia Zhou Xu Chen Zhicheng Dou 71 13 0 24 May 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token Xin Cheng Xun Wang Xingxing Zhang Tao Ge Si-Qing Chen Furu Wei Huishuai Zhang Dongyan Zhao 102 36 0 22 May 2024
"Previously on ..." From Recaps to Story Summarization Aditya Kumar Singh Dhruv Srivastava Makarand Tapaswi 80 1 0 19 May 2024
LoRA Learns Less and Forgets Less D. Biderman Jose Javier Gonzalez Ortiz Jacob P. Portes Mansheej Paul Philip Greengard ... Sam Havens Vitaliy Chiley Jonathan Frankle Cody Blakeney John P. Cunningham CLL 133 141 0 15 May 2024
Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy Feng Wang M. C. Gursoy Senem Velipasalar 72 0 0 15 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 50 0 0 13 May 2024
Evaluating Dialect Robustness of Language Models via Conversation Understanding Dipankar Srirag Aditya Joshi 100 3 0 09 May 2024
Quantifying the Capabilities of LLMs across Scale and Precision Sher Badshah Hassan Sajjad 74 14 0 06 May 2024
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models George-Octavian Barbulescu Peter Triantafillou MU 112 23 0 06 May 2024
Large Language Models are Inconsistent and Biased Evaluators Rickard Stureborg Dimitris Alikaniotis Yoshi Suhara ALM 123 66 0 02 May 2024
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 114 121 0 30 Apr 2024
In-Context Learning with Long-Context Models: An In-Depth Exploration Amanda Bertsch Maor Ivgi Uri Alon Jonathan Berant Matthew R. Gormley Matthew R. Gormley Graham Neubig ReLM AIMat 189 80 0 30 Apr 2024
CORM: Cache Optimization with Recent Message for Large Language Model Inference Jincheng Dai Zhuowei Huang Haiyun Jiang Chen Chen Deng Cai Wei Bi Shuming Shi 109 3 0 24 Apr 2024
ColA: Collaborative Adaptation with Gradient Learning Enmao Diao Qi Le Suya Wu Xinran Wang Ali Anwar Jie Ding Vahid Tarokh 63 1 0 22 Apr 2024
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning Ahmed Elshabrawy Yongix Huang Iryna Gurevych Alham Fikri Aji 72 1 0 19 Apr 2024
Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models Siyan Zhao Daniel Israel Guy Van den Broeck Aditya Grover KELM VLM 73 6 0 15 Apr 2024
Exploring and Improving Drafts in Blockwise Parallel Decoding Taehyeon Kim A. Suresh Kishore Papineni Michael Riley Sanjiv Kumar Adrian Benton AI4TS 88 2 0 14 Apr 2024
Decomposing Label Space, Format and Discrimination: Rethinking How LLMs Respond and Solve Tasks via In-Context Learning Quanyu Long Yin Wu Wenya Wang Sinno Jialin Pan 169 2 0 11 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 136 23 0 09 Apr 2024
Fine-tuning Large Language Models for Automated Diagnostic Screening Summaries Manjeet Yadav N. K. Sahu Mudita Chaturvedi Snehil Gupta Haroon R. Lone LM&MA AI4MH 68 3 0 29 Mar 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 41 1 0 27 Mar 2024
Evolving Knowledge Distillation with Large Language Models and Active Learning Chengyuan Liu Yangyang Kang Fubang Zhao Kun Kuang Zhuoren Jiang Changlong Sun Leilei Gan 49 6 0 11 Mar 2024
Chain of Thought Explanation for Dialogue State Tracking Lin Xu Ningxin Peng Daquan Zhou See-Kiong Ng Jinlan Fu LRM 97 1 0 07 Mar 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 76 4 0 06 Mar 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 82 10 0 06 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 249 96 0 05 Mar 2024
Birbal: An efficient 7B instruct-model fine-tuned with curated datasets Ashvini Jindal P. Rajpoot Ankur P. Parikh 80 6 0 04 Mar 2024
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 68 4 0 04 Mar 2024
Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment Jiong Wang Jiazhao Li Yiquan Li Xiangyu Qi Junjie Hu Yixuan Li P. McDaniel Muhao Chen Bo Li Chaowei Xiao AAML SILM 111 22 0 22 Feb 2024
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization Liyan Tang Igor Shalyminov Amy Wing-mei Wong Jon Burnsky Jake W. Vincent ... Hang Su Lijia Sun Yi Zhang Saab Mansour Kathleen McKeown HILM 78 54 0 20 Feb 2024
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries Seanie Lee Jianpeng Cheng Joris Driesen Alexandru Coca Anders Johannsen RALM 92 1 0 20 Feb 2024
Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy Liyan Xu Zhenlin Su Mo Yu Jin Xu Jinho D. Choi Jie Zhou Fei Liu HILM 93 2 0 20 Feb 2024
Are LLM-based Evaluators Confusing NLG Quality Criteria? Xinyu Hu Mingqi Gao Sen Hu Yang Zhang Yicheng Chen Teng Xu Xiaojun Wan AAML ELM 127 22 0 19 Feb 2024
Analysis of Multidomain Abstractive Summarization Using Salience Allocation Tohida Rehman Raghubir Bose Soumik Dey S. Chattopadhyay 76 2 0 19 Feb 2024
Instruction Backdoor Attacks Against Customized LLMs Rui Zhang Hongwei Li Rui Wen Wenbo Jiang Yuan Zhang Michael Backes Yun Shen Yang Zhang AAML SILM 106 32 0 14 Feb 2024
SumRec: A Framework for Recommendation using Open-Domain Dialogue Ryutaro Asahara Masaki Takahashi Chiho Iwahashi Michimasa Inaba RALM 51 0 0 07 Feb 2024
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry Michael Zhang Kush S. Bhatia Hermann Kumbong Christopher Ré 80 54 0 06 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 113 181 0 06 Feb 2024
DistiLLM: Towards Streamlined Distillation for Large Language Models Jongwoo Ko Sungnyun Kim Tianyi Chen SeYoung Yun 128 40 0 06 Feb 2024
A Hybrid Strategy for Chat Transcript Summarization Pratik K. Biswas 60 0 0 02 Feb 2024