SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization

3 June 2021

Papers citing "SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization"

46 / 46 papers shown

Title
BRIDO: Bringing Democratic Order to Abstractive Summarization Junhyun Lee Harshith Goka Hyeonmok Ko HILM 54 0 0 25 Feb 2025
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 40 2 0 16 Aug 2024
Factual Dialogue Summarization via Learning from Large Language Models Rongxin Zhu Jey Han Lau Jianzhong Qi HILM 52 1 0 20 Jun 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 38 19 0 30 Mar 2024
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets Han Jiang Rui Wang Zhihua Wei Yu Li Xinpeng Wang 37 4 0 20 Oct 2023
Calibrating Likelihoods towards Consistency in Summarization Models Polina Zablotskaia Misha Khalman Rishabh Joshi Livio Baldini Soares Shoshana Jakobovits Joshua Maynez Shashi Narayan 31 3 0 12 Oct 2023
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models Levon Haroutunian Zhuang Li Lucian Galescu Philip R. Cohen Raj Tumuluri Gholamreza Haffari LRM 29 1 0 21 Sep 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 18 10 0 28 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 24 12 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 34 2 0 26 May 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 34 21 0 26 May 2023
A Topic-aware Summarization Framework with Different Modal Side Information Xiuying Chen Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 31 13 0 19 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 30 4 0 17 May 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams Bichlien H. Nguyen Jake A. Smith Yingce Xia Shufang Xie Anna Ostropolets Budhaditya Deb Yuan Chen Tristan Naumann Noémie Elhadad 30 8 0 12 May 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 42 10 0 15 Mar 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation Yixin Liu Alexander R. Fabbri Yilun Zhao Pengfei Liu Chenyu You Chien-Sheng Wu Caiming Xiong Dragomir R. Radev 15 27 0 07 Mar 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 22 16 0 23 Feb 2023
PairReranker: Pairwise Reranking for Natural Language Generation Dongfu Jiang Bill Yuchen Lin Xiang Ren 29 3 0 20 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Chenyu You Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 24 132 0 15 Dec 2022
Neural Machine Translation with Contrastive Translation Memories Xin Cheng Shen Gao Lemao Liu Dongyan Zhao Rui Yan 27 15 0 06 Dec 2022
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document Chen Lin Ye Liu Siyu An Di Yin 16 1 0 09 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 39 0 0 07 Nov 2022
Contrastive Learning enhanced Author-Style Headline Generation Hui Liu Weidong Guo Yige Chen Xiangyang Li 20 5 0 07 Nov 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 38 1 0 25 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 60 32 0 22 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Chenyu You Nancy F. Chen 32 14 0 17 Oct 2022
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 37 8 0 13 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 22 0 29 Sep 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 42 1 0 15 Sep 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 28 6 0 22 Aug 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation Li Mingzhe Xiexiong Lin Xiuying Chen Jinxiong Chang Qishen Zhang ... Taifeng Wang Zhongyi Liu Wei Chu Dongyan Zhao Rui Yan 46 11 0 26 May 2022
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets Philippe Laban Chien-Sheng Wu Wenhao Liu Caiming Xiong 41 5 0 13 May 2022
Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su Tian Lan Yahui Liu Fangyu Liu Dani Yogatama Yan Wang Lingpeng Kong Nigel Collier VLM MLLM 46 97 0 05 May 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning Hongzhan Lin Jing Ma Liangliang Chen Zhiwei Yang Mingfei Cheng Guang Chen 37 55 0 18 Apr 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 22 14 0 09 Apr 2022
Language modeling via stochastic processes Rose E. Wang Esin Durmus Noah D. Goodman Tatsunori Hashimoto BDL AI4TS 35 24 0 21 Mar 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut Chenyu You Nancy F. Chen MoE 16 91 0 13 Mar 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl Edwards Heng Ji 30 9 0 12 Feb 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression Runxin Xu Fuli Luo Chengyu Wang Baobao Chang Jun Huang Songfang Huang Fei Huang VLM 27 25 0 14 Dec 2021
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Yunfan Shao Zhichao Geng Yitao Liu Junqi Dai Hang Yan Fei Yang Li Zhe Hujun Bao Xipeng Qiu MedIm 70 147 0 13 Sep 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 40 3,838 0 28 Jul 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 35 100 0 07 Jul 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 16 808 0 22 Jun 2021
ExplainaBoard: An Explainable Leaderboard for NLP Pengfei Liu Jinlan Fu Yanghua Xiao Weizhe Yuan Shuaichen Chang Junqi Dai Yixin Liu Zihuiwen Ye Zi-Yi Dou Graham Neubig XAI LRM ELM 28 54 0 13 Apr 2021
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016