DialogSum: A Real-Life Scenario Dialogue Summarization Dataset

14 May 2021

Yulong Chen

Yang Liu

Liang Chen

Yue Zhang

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Papers citing "DialogSum: A Real-Life Scenario Dialogue Summarization Dataset"

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Multi-Token Prediction Needs Registers Anastasios Gerontopoulos Spyros Gidaris N. Komodakis 24 0 0 15 May 2025
HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection Deanna Emery Michael Goitia Freddie Vargus Iulia Neagu HILM VLM 56 0 0 01 May 2025
A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models Kseniia Petukhova Ekaterina Kochmar 33 0 0 11 Apr 2025
From Speech to Summary: A Comprehensive Survey of Speech Summarization Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel 41 0 0 10 Apr 2025
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback Taewon Yun Jihwan Oh Hyangsuk Min Yuho Lee Jihwan Bang Jason (Jinglun) Cai Hwanjun Song OffRL LRM 39 0 0 27 Mar 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 46 0 0 27 Mar 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 45 0 0 14 Mar 2025
PGAD: Prototype-Guided Adaptive Distillation for Multi-Modal Learning in AD Diagnosis Yanfei Li Teng Yin Wenyi Shang J. Liu Xi Wang Kaiyang Zhao MedIm 37 0 0 05 Mar 2025
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 45 0 0 24 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 56 1 0 16 Feb 2025
Grammar Control in Dialogue Response Generation for Language Learning Chatbots Dominik Glandorf Peng Cui Detmar Meurers Mrinmaya Sachan KELM 58 1 0 11 Feb 2025
M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference Nikhil Bhendawade Mahyar Najibi Devang Naik Irina Belousova MoE 85 0 0 04 Feb 2025
Learning to Summarize from LLM-generated Feedback Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 73 2 0 28 Jan 2025
Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models Xiao Cui Mo Zhu Yulei Qin Liang Xie Wengang Zhou H. Li 83 4 0 19 Dec 2024
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Xiaochen Zhu Georgi Karadzhov Chenxi Whitehouse Andreas Vlachos DiffM 83 0 0 15 Dec 2024
Learning to Verify Summary Facts with Fine-Grained LLM Feedback Jihwan Oh J. Choi Nicole Hee-Yeon Kim Taewon Yun Hwanjun Song SyDa ALM HILM 71 1 0 14 Dec 2024
CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs Abhas Kumar Kapil Pathak Rajesh Kavuru Prabhakar Srinivasan 70 0 0 03 Dec 2024
Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation S. Ramprasad Byron C. Wallace LLMAG HILM 87 2 0 25 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 49 0 0 07 Nov 2024
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization David Thulke Yingbo Gao Rricha Jalota Christian Dugast Hermann Ney 24 3 0 24 Oct 2024
Cross-Document Event-Keyed Summarization William Walden Pavlo Kuchmiichuk Alexander Martin Chihsheng Jin Angela Cao Claire Sun Curisia Allen Aaron Steven White RALM 28 0 0 18 Oct 2024
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization Xiutian Zhao Ke Wang Wei Peng 24 2 0 17 Oct 2024
Progressive Mixed-Precision Decoding for Efficient LLM Inference Hao Chen Fuwen Tan Alexandros Kouris Royson Lee Hongxiang Fan Stylianos I. Venieris MQ 25 1 0 17 Oct 2024
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling W. Xu Rujun Han Z. Wang L. Le Dhruv Madeka Lei Li W. Wang Rishabh Agarwal Chen-Yu Lee Tomas Pfister 80 8 0 15 Oct 2024
Speculative Coreset Selection for Task-Specific Fine-tuning Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen Tianlin Li Weipeng Jiang Yang Liu 30 1 0 02 Oct 2024
DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications Sathya Krishnan Suresh Wu Mengjun Tushar Pranav Eng Siong Chng 29 0 0 25 Sep 2024
Advancing Machine Learning in Industry 4.0: Benchmark Framework for Rare-event Prediction in Chemical Processes Vikram Sudarshan Warren D. Seider 46 1 0 31 Aug 2024
Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback Jiayi Zhou Jiaming Ji Juntao Dai Yaodong Yang 39 4 0 30 Aug 2024
Bidirectional Awareness Induction in Autoregressive Seq2Seq Models J. Hu Roberto Cavicchioli Alessandro Capotondi BDL 34 0 0 25 Aug 2024
Exploring the Effectiveness of Methods for Persona Extraction Konstantin Zaitsev 23 0 0 12 Jul 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs Mihir Parmar Hanieh Deilamsalehy Franck Dernoncourt Seunghyun Yoon Ryan A. Rossi Trung Bui 32 2 0 05 Jul 2024
Real-time Speech Summarization for Medical Conversations Khai Le-Duc Khai-Nguyen Nguyen Long Vo-Dang Truong Son-Hy MedIm 93 2 0 22 Jun 2024
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu Jey Han Lau Jianzhong Qi HILM 52 1 0 20 Jun 2024
GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory Haoze Wu Zihan Qiu Zili Wang Hang Zhao Jie Fu MoE 43 3 0 18 Jun 2024
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jianhao Zhu Changze Lv Xiaohua Wang Muling Wu Wenhao Liu Tianlong Li Zixuan Ling Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 38 3 0 16 Jun 2024
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue Hao Li Chenghao Yang An Zhang Yang Deng Xiang Wang Tat-Seng Chua LLMAG 79 24 0 09 Jun 2024
CERET: Cost-Effective Extrinsic Refinement for Text Generation Jason (Jinglun) Cai Hang Su Monica Sunkara Igor Shalyminov Saab Mansour 29 1 0 08 Jun 2024
Key-Element-Informed sLLM Tuning for Document Summarization Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 29 6 0 07 Jun 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends S. Ramprasad Elisa Ferracane Zachary Chase Lipton HILM 19 11 0 05 Jun 2024
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models Tao Fan Guoqiang Ma Yan Kang Hanlin Gu Yuanfeng Song Lixin Fan Kai Chen Qiang Yang 26 9 0 04 Jun 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 61 13 0 31 May 2024
Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models Yiming Chen Chen Zhang Danqing Luo L. F. D’Haro R. Tan Haizhou Li AAML ELM 34 2 0 23 May 2024
Evaluating Dialect Robustness of Language Models via Conversation Understanding Dipankar Srirag Aditya Joshi 37 1 0 09 May 2024
Do Not Worry if You Do Not Have Data: Building Pretrained Language Models Using Translationese Meet Doshi Raj Dabre Pushpak Bhattacharyya SyDa 31 2 0 20 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 24 4 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 68 79 0 05 Mar 2024
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 35 3 0 04 Mar 2024
Speculative Streaming: Fast LLM Inference without Auxiliary Models Nikhil Bhendawade Irina Belousova Qichen Fu Henry Mason Mohammad Rastegari Mahyar Najibi LRM 34 27 0 16 Feb 2024
Reward Generalization in RLHF: A Topological Perspective Tianyi Qiu Fanzhi Zeng Jiaming Ji Dong Yan Kaile Wang Jiayi Zhou Yang Han Josef Dai Xuehai Pan Yaodong Yang AI4CE 30 3 0 15 Feb 2024
SumRec: A Framework for Recommendation using Open-Domain Dialogue Ryutaro Asahara Masaki Takahashi Chiho Iwahashi Michimasa Inaba RALM 19 0 0 07 Feb 2024