A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Sentence Embeddings as an intermediate target in end-to-end summarisation Maciej Zembrzuski Saad Mahamood 47 0 0 06 May 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 47 0 0 14 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 77 11 0 14 Mar 2025
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference Mohammad Siavashi Faezeh Keshmiri Dindarloo Dejan Kostić Marco Chiesa MoE VLM 50 0 0 13 Mar 2025
General Reasoning Requires Learning to Reason from the Get-go Seungwook Han Jyothish Pari Samuel J. Gershman Pulkit Agrawal LRM 175 1 0 26 Feb 2025
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model Yueqin Yin Shentao Yang Yujia Xie Ziyi Yang Yuting Sun Hany Awadalla Weizhu Chen Mingyuan Zhou 52 0 0 07 Jan 2025
When Can Proxies Improve the Sample Complexity of Preference Learning? Yuchen Zhu Daniel Augusto de Souza Zhengyan Shi Mengyue Yang Pasquale Minervini Alexander DÁmour Matt J. Kusner 85 0 0 21 Dec 2024
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents Mengna Zhu Kaisheng Zeng Mao Wang Kaiming Xiao Lei Hou Hongbin Huang Juanzi Li 236 1 0 16 Dec 2024
Diverse Sign Language Translation Xin Shen Lei Shen Shaozu Yuan Heming Du Haiyang Sun Xin Yu SLR 43 1 0 25 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 16 0 0 21 Oct 2024
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets Oh Joon Kwon Daiki E. Matsunaga Kee-Eung Kim AI4CE 31 0 0 19 Oct 2024
iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System Xiaowei Jiang Beining Cao Liang Ou Yu-Cheng Chang T. Do Chin-Teng Lin 36 2 0 16 Oct 2024
Mitigating the Negative Impact of Over-association for Conversational Query Production Ante Wang Linfeng Song Zijun Min Ge Xu Xiaoli Wang Junfeng Yao Jinsong Su 36 0 0 29 Sep 2024
Model-based Preference Optimization in Abstractive Summarization without Human Feedback Jaepill Choi Kyubyung Chae Jiwoo Song Yohan Jo Taesup Kim 29 0 0 27 Sep 2024
A Fuzzy-based Approach to Predict Human Interaction by Functional Near-Infrared Spectroscopy Xiaowei Jiang Liang Ou Yanan Chen Na Ao Yu-Cheng Chang T. Do Chin-Teng Lin 104 2 0 26 Sep 2024
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards Heejin Do Sangwon Ryu Gary Geunbae Lee 34 2 0 26 Sep 2024
Language Models Learn to Mislead Humans via RLHF Jiaxin Wen Ruiqi Zhong Akbir Khan Ethan Perez Jacob Steinhardt Minlie Huang Samuel R. Bowman He He Shi Feng 32 34 0 19 Sep 2024
LLMR: Knowledge Distillation with a Large Language Model-Induced Reward Dongheng Li Yongchang Hao Lili Mou 56 1 0 19 Sep 2024
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models Alec Solway ALM 50 0 0 29 Aug 2024
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation Xiaowei Mao Yan Lin Shengnan Guo Yubin Chen Xingyu Xian Haomin Wen Qisen Xu Youfang Lin Huaiyu Wan 47 1 0 23 Aug 2024
REInstruct: Building Instruction Data from Unlabeled Corpus Shu Chen Xinyan Guan Yaojie Lu Hongyu Lin Xianpei Han Le Sun ALM SyDa 27 2 0 20 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 45 0 0 04 Aug 2024
Automatic Pull Request Description Generation Using LLMs: A T5 Model Approach Md. Nazmus Sakib Alexandru Drimbarean Md Mashrur Arifin 29 1 0 01 Aug 2024
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation Esteban Garces Arias Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 43 4 0 26 Jul 2024
Towards Minimal Targeted Updates of Language Models with Targeted Negative Training Lily H. Zhang Rajesh Ranganath Arya Tafvizi 36 1 0 19 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
Prompt-Based Length Controlled Generation with Multiple Control Types Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 26 6 0 12 Jun 2024
Prototypical Reward Network for Data-Efficient RLHF Jinghan Zhang Xiting Wang Yiqiao Jin Changyu Chen Xinhao Zhang Kunpeng Liu ALM 41 18 0 06 Jun 2024
On The Persona-based Summarization of Domain-Specific Documents Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 35 2 0 06 Jun 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning Sangwon Ryu Heejin Do Yunsu Kim Gary Geunbae Lee Jungseul Ok 31 3 0 01 Jun 2024
Learning diverse attacks on large language models for robust red-teaming and safety tuning Seanie Lee Minsu Kim Lynn Cherif David Dobre Juho Lee ... Kenji Kawaguchi Gauthier Gidel Yoshua Bengio Nikolay Malkin Moksh Jain AAML 63 12 0 28 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 31 9 0 24 May 2024
TacoERE: Cluster-aware Compression for Event Relation Extraction Yong Guan Xiaozhi Wang Lei Hou Juanzi Li Jeff Z. Pan Jiaoyan Chen Freddy Lecue 36 2 0 11 May 2024
Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning Mathieu Rita Florian Strub Rahma Chaabouni Paul Michel Emmanuel Dupoux Olivier Pietquin 42 8 0 30 Apr 2024
Generating Attractive and Authentic Copywriting from Customer Reviews Yu-Xiang Lin Wei-Yun Ma 46 2 0 22 Apr 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Parishad BehnamGhader Vaibhav Adlakha Marius Mosbach Dzmitry Bahdanau Nicolas Chapados Siva Reddy 53 185 0 09 Apr 2024
Polarity Calibration for Opinion Summarization Yuanyuan Lei Kaiqiang Song Sangwoo Cho Xiaoyang Wang Ruihong Huang Dong Yu 38 0 0 02 Apr 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 36 15 0 27 Mar 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation Thilo Spinner Rebecca Kehlbeck Rita Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Mennatallah El-Assady 46 3 0 12 Mar 2024
The pitfalls of next-token prediction Gregor Bachmann Vaishnavh Nagarajan 37 63 0 11 Mar 2024
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Osman Alperen Koras Jorg Schlotterer Christin Seifert 34 1 0 05 Mar 2024
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL Yifei Zhou Andrea Zanette Jiayi Pan Sergey Levine Aviral Kumar 65 50 0 29 Feb 2024
Benchmarking LLMs on the Semantic Overlap Summarization Task John Salvador Naman Bansal Mousumi Akter Souvik Sarkar Anupam Das S. Karmaker 47 2 0 26 Feb 2024
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement Learning Antoine Chaffin Ewa Kijak Vincent Claveau 45 0 0 21 Feb 2024
A Critical Evaluation of AI Feedback for Aligning Large Language Models Archit Sharma Sedrick Scott Keh Eric Mitchell Chelsea Finn Kushal Arora Thomas Kollar ALM LLMAG 29 23 0 19 Feb 2024
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference Shentao Yang Tianqi Chen Mingyuan Zhou EGVM 34 23 0 13 Feb 2024
Intensive Vision-guided Network for Radiology Report Generation Fudan Zheng Mengfei Li Ying Wang Weijiang Yu Ruixuan Wang Zhiguang Chen Nong Xiao Yutong Lu 33 1 0 06 Feb 2024
Graph Neural Network and NER-Based Text Summarization Imaad Zaffar Khan Amaan Aijaz Sheikh Utkarsh Sinha 26 5 0 05 Feb 2024
A Hybrid Strategy for Chat Transcript Summarization Pratik K. Biswas 19 0 0 02 Feb 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion Aly M. Kassem Sherif Saad AAML 25 1 0 21 Jan 2024