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2203.16804
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BRIO: Bringing Order to Abstractive Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
31 March 2022
Yixin Liu
Pengfei Liu
Dragomir R. Radev
Graham Neubig
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Papers citing
"BRIO: Bringing Order to Abstractive Summarization"
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Look-back Decoding for Open-Ended Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Nan Xu
Chunting Zhou
Asli Celikyilmaz
Xuezhe Ma
200
9
0
22 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yiming Wang
Zhuosheng Zhang
Rui Wang
270
117
0
22 May 2023
Should We Attend More or Less? Modulating Attention for Fairness
A. Zayed
Gonçalo Mordido
Samira Shabanian
Sarath Chandar
264
15
0
22 May 2023
SLiC-HF: Sequence Likelihood Calibration with Human Feedback
Yao-Min Zhao
Rishabh Joshi
Tianqi Liu
Misha Khalman
Mohammad Saleh
Peter J. Liu
233
375
0
17 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
International Conference on Learning Representations (ICLR), 2023
Shangbin Feng
Weijia Shi
Yuyang Bai
Vidhisha Balachandran
Tianxing He
Yulia Tsvetkov
KELM
383
49
0
17 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jeewoo Sul
Y. Choi
196
6
0
17 May 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Griffin Adams
Bichlien H. Nguyen
Jake A. Smith
Ziheng Lu
Shufang Xie
Anna Ostropolets
Budhaditya Deb
Yuan Chen
Tristan Naumann
Noémie Elhadad
279
11
0
12 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization
International Conference on Language Resources and Evaluation (LREC), 2023
Xinbei Ma
Yeyun Gong
Pengcheng He
Hai Zhao
Nan Duan
208
2
0
11 May 2023
The Current State of Summarization
Fabian Retkowski
277
10
0
08 May 2023
HistAlign: Improving Context Dependency in Language Generation by Aligning with History
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
David Wan
Shiyue Zhang
Joey Tianyi Zhou
AI4TS
192
10
0
08 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory
Neural Information Processing Systems (NeurIPS), 2023
Xin Cheng
Di Luo
Preslav Nakov
Lemao Liu
Dongyan Zhao
Rui Yan
RALM
561
143
0
03 May 2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
Patrick Fernandes
Aman Madaan
Emmy Liu
António Farinhas
Pedro Henrique Martins
...
José G. C. de Souza
Shuyan Zhou
Tongshuang Wu
Graham Neubig
Marcely Zanon Boito
ALM
307
69
0
01 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
ACM Transactions on Knowledge Discovery from Data (TKDD), 2023
Jingfeng Yang
Hongye Jin
Ruixiang Tang
Xiaotian Han
Qizhang Feng
Haoming Jiang
Bing Yin
Helen Zhou
LM&MA
432
930
0
26 Apr 2023
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Polina Zablotskaia
Du Phan
Joshua Maynez
Shashi Narayan
Jie Jessie Ren
J. Liu
UQLM
UQCV
311
25
0
17 Apr 2023
Medical Question Summarization with Entity-driven Contrastive Learning
Sibo Wei
Sibo Wei
Xueping Peng
Shoujin Wang
Yi-Fei Wang
Jiasheng Si
ELM
155
22
0
15 Apr 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears
Neural Information Processing Systems (NeurIPS), 2023
Zheng Yuan
Hongyi Yuan
Chuanqi Tan
Wei Wang
Songfang Huang
Feiran Huang
ALM
428
481
0
11 Apr 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Haopeng Zhang
Xiao Liu
Jiawei Zhang
261
111
0
09 Apr 2023
GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Guangsheng Bao
Zebin Ou
Yue Zhang
190
10
0
07 Apr 2023
Indian Language Summarization using Pretrained Sequence-to-Sequence Models
Fire (FIRE), 2023
Ashok Urlana
S. Bhatt
Nirmal Surange
Manish Shrivastava
129
21
0
25 Mar 2023
SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts
R. Reddy
Daniel Lee
Yi R. Fung
Khanh Duy Nguyen
Qi Zeng
Pengfei Yu
Ziqi Wang
Clare R. Voss
Heng Ji
251
9
0
25 Mar 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Yi-Syuan Chen
Yun-Zhu Song
Hong-Han Shuai
136
6
0
24 Mar 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization
Qianqian Xie
Jiayu Zhou
Yifan Peng
Fei Wang
HILM
MedIm
237
16
0
15 Mar 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yixin Liu
Alexander R. Fabbri
Yilun Zhao
Pengfei Liu
Shafiq Joty
Chien-Sheng Wu
Caiming Xiong
Dragomir R. Radev
263
32
0
07 Mar 2023
Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Shichao Sun
Ruifeng Yuan
Wenjie Li
Sujian Li
119
0
0
24 Feb 2023
Learning with Rejection for Abstractive Text Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mengyao Cao
Yue Dong
Jingyi He
Jackie C.K. Cheung
193
9
0
16 Feb 2023
Benchmarking Large Language Models for News Summarization
Transactions of the Association for Computational Linguistics (TACL), 2023
Tianyi Zhang
Faisal Ladhak
Esin Durmus
Abigail Z. Jacobs
Kathleen McKeown
Tatsunori B. Hashimoto
ELM
327
673
0
31 Jan 2023
Domain-Agnostic Molecular Generation with Chemical Feedback
International Conference on Learning Representations (ICLR), 2023
Yin Fang
Ningyu Zhang
Zhuo Chen
Lingbing Guo
Xiaohui Fan
Huajun Chen
364
31
0
26 Jan 2023
Active Learning for Abstractive Text Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Akim Tsvigun
Ivan Lysenko
Danila Sedashov
Ivan Lazichny
Eldar Damirov
...
Leonid Sanochkin
Maxim Panov
Sergey Petrakov
Andrey Kravchenko
Artem Shelmanov
247
13
0
09 Jan 2023
PairReranker: Pairwise Reranking for Natural Language Generation
Dongfu Jiang
Bill Yuchen Lin
Xiang Ren
150
3
0
20 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Xianjun Yang
Kaiqiang Song
Sangwoo Cho
Xiaoyang Wang
Xiaoman Pan
Linda R. Petzold
Dong Yu
RALM
208
27
0
19 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yixin Liu
Alexander R. Fabbri
Pengfei Liu
Yilun Zhao
Linyong Nan
...
Simeng Han
Shafiq Joty
Chien-Sheng Wu
Caiming Xiong
Dragomir R. Radev
ALM
278
155
0
15 Dec 2022
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yiwei Qin
Weizhe Yuan
Graham Neubig
Pengfei Liu
157
22
0
12 Dec 2022
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages
Fire (FIRE), 2022
Rahul Tangsali
Aabha Pingle
Aditya Vyawahare
Isha Joshi
Raviraj Joshi
164
9
0
12 Dec 2022
Momentum Calibration for Text Generation
Xingxing Zhang
Yiran Liu
Xun Wang
Pengcheng He
Yang Yu
Si-Qing Chen
Wayne Xiong
Furu Wei
275
10
0
08 Dec 2022
CoP: Factual Inconsistency Detection by Controlling the Preference
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shuaijie She
Xiang Geng
Shujian Huang
Jiajun Chen
264
6
0
03 Dec 2022
HaRiM
+
^+
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: Evaluating Summary Quality with Hallucination Risk
Seonil Son
Junsoo Park
J. Hwang
Junghwa Lee
Hyungjong Noh
Yeonsoo Lee
HILM
240
11
0
22 Nov 2022
Toward Unifying Text Segmentation and Long Document Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sangwoo Cho
Kaiqiang Song
Xiaoyang Wang
Fei Liu
Dong Yu
195
40
0
28 Oct 2022
Improving abstractive summarization with energy-based re-ranking
IEEE Games Entertainment Media Conference (GEM), 2022
Diogo Pernes
Afonso Mendes
Marcely Zanon Boito
221
6
0
27 Oct 2022
Evaluating Parameter Efficient Learning for Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Peng Xu
M. Patwary
Shrimai Prabhumoye
Virginia Adams
R. Prenger
Ming-Yu Liu
Nayeon Lee
Mohammad Shoeybi
Bryan Catanzaro
MoE
169
3
0
25 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Fei Wang
Kaiqiang Song
Hongming Zhang
Lifeng Jin
Sangwoo Cho
Wenlin Yao
Xiaoyang Wang
Muhao Chen
Dong Yu
180
43
0
22 Oct 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Bin Wang
Chen Zhang
Yan Zhang
Yiming Chen
Haizhou Li
HILM
159
20
0
21 Oct 2022
Towards Summary Candidates Fusion
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Mathieu Ravaut
Shafiq Joty
Nancy F. Chen
203
15
0
17 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation
International Conference on Learning Representations (ICLR), 2022
Yao-Min Zhao
Misha Khalman
Rishabh Joshi
Shashi Narayan
Mohammad Saleh
Peter J. Liu
UQLM
269
160
0
30 Sep 2022
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs
Information Fusion (Inf. Fusion), 2022
Hoang Thang Ta
Abu Bakar Siddiqur Rahman
Navonil Majumder
Amir Hussain
Lotfollah Najjar
N. Howard
Soujanya Poria
Alexander Gelbukh
195
15
0
27 Sep 2022
News Summarization and Evaluation in the Era of GPT-3
Tanya Goyal
Junyi Jessy Li
Greg Durrett
ELM
498
461
0
26 Sep 2022
SMART: Sentences as Basic Units for Text Evaluation
International Conference on Learning Representations (ICLR), 2022
Reinald Kim Amplayo
Peter J. Liu
Yao-Min Zhao
Shashi Narayan
208
24
0
01 Aug 2022
A General Contextualized Rewriting Framework for Text Summarization
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Guangsheng Bao
Yue Zhang
BDL
153
9
0
13 Jul 2022
Joint Generator-Ranker Learning for Natural Language Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Weizhou Shen
Yeyun Gong
Yelong Shen
Song Wang
Xiaojun Quan
Nan Duan
Weizhu Chen
264
5
0
28 Jun 2022
R2D2: Robust Data-to-Text with Replacement Detection
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Linyong Nan
Lorenzo Jaime Yu Flores
Yilun Zhao
Yixin Liu
Luke Benson
Weijin Zou
Dragomir R. Radev
205
20
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25 May 2022
RankGen: Improving Text Generation with Large Ranking Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kalpesh Krishna
Yapei Chang
John Wieting
Mohit Iyyer
AIMat
335
79
0
19 May 2022
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