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TLDR: Extreme Summarization of Scientific Documents

30 April 2020

Isabel Cachola

Kyle Lo

Arman Cohan

Daniel S. Weld

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Papers citing "TLDR: Extreme Summarization of Scientific Documents"

50 / 106 papers shown

Title
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation Ryota Miyano Yuki Arase MoMe 22 0 0 30 May 2025
INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling Haochen Shi Tianshi Zheng Weiqi Wang Baixuan Xu Chunyang Li Chunkit Chan Tao Fan Yangqiu Song Qiang Yang 84 1 0 22 May 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 554 0 0 14 Mar 2025
PosterSum: A Multimodal Benchmark for Scientific Poster Summarization Rohit Saxena Pasquale Minervini Frank Keller VLM 106 2 0 24 Feb 2025
TrueReason: An Exemplar Personalised Learning System Integrating Reasoning with Foundational Models Sahan Bulathwela Daniel Van Niekerk Jarrod Shipton Maria Perez-Ortiz Benjamin Rosman John Shawe-Taylor LRM 106 0 0 23 Jan 2025
LitLLMs, LLMs for Literature Review: Are we there yet? Shubham Agarwal Gaurav Sahu Abhay Puri I. Laradji Krishnamurthy DJ Dvijotham Jason Stanley Laurent Charlin Christopher Pal 100 0 0 15 Dec 2024
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation Nurshat Fateh Ali Md. Mahdi Mohtasim Shakil Mosharrof T. Gopi Krishna 94 0 0 27 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 178 0 0 07 Nov 2024
MoDEM: Mixture of Domain Expert Models Toby Simonds Kemal Kurniawan Jey Han Lau MoE 74 2 0 09 Oct 2024
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models Yinhong Liu Zhijiang Guo Tianya Liang Ehsan Shareghi Ivan Vulić Nigel Collier 458 0 0 03 Oct 2024
Model-based Preference Optimization in Abstractive Summarization without Human Feedback Jaepill Choi Kyubyung Chae Jiwoo Song Yohan Jo Taesup Kim 68 2 0 27 Sep 2024
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications Ethan Lin Zhiyuan Peng Yi Fang 349 5 0 25 Sep 2024
Traceable Text: Deepening Reading of AI-Generated Summaries with Phrase-Level Provenance Links Hita Kambhamettu Jamie Flores Andrew Head 79 0 0 19 Sep 2024
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Aditya Vempaty Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 75 0 0 05 Aug 2024
Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly Peyman Hosseini Ignacio Castro Iacopo Ghinassi Matthew Purver 54 5 0 03 Aug 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 140 43 0 16 Jun 2024
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows Xingjian Zhang Yutong Xie Jin Huang Jinge Ma Zhaoying Pan ... Ziyang Xiong Tolga Ergen Dongsub Shim Honglak Lee Qiaozhu Mei 107 12 0 10 Jun 2024
What Can Natural Language Processing Do for Peer Review? Ilia Kuznetsov Osama Mohammed Afzal Koen Dercksen Nils Dycke Alexander Goldberg ... Jingyan Wang Xiaodan Zhu Anna Rogers Nihar B. Shah Iryna Gurevych 89 14 0 10 May 2024
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions Donghee Choi Mogan Gim Donghyeon Park Mujeen Sung Hyunjae Kim Jaewoo Kang Jihun Choi 77 1 0 01 May 2024
Autonomous LLM-driven research from data to human-verifiable research papers Tal Ifargan Lukas Hafner Maor Kern Ori Alcalay Roy Kishony 110 23 0 24 Apr 2024
Polarity Calibration for Opinion Summarization Yuanyuan Lei Kaiqiang Song Sangwoo Cho Xiaoyang Wang Ruihong Huang Dong Yu 65 0 0 02 Apr 2024
Since the Scientific Literature Is Multilingual, Our Models Should Be Too Abteen Ebrahimi Kenneth Church 65 0 0 27 Mar 2024
SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation Dongqi Pu Yifan Wang Jia E. Loy Vera Demberg 86 7 0 26 Mar 2024
RAAMove: A Corpus for Analyzing Moves in Research Article Abstracts Hongzheng Li Ruojin Wang Ge Shi Xing Lv Lei Lei Chong Feng Fang Liu Jinkun Lin Yangguang Mei Lingnan Xu 72 0 0 23 Mar 2024
LimGen: Probing the LLMs for Generating Suggestive Limitations of Research Papers Abdur Rahman Bin Md Faizullah Ashok Urlana Rahul Mishra 68 7 0 22 Mar 2024
From Paper to Card: Transforming Design Implications with Generative AI Donghoon Shin Lucy Lu Wang Gary Hsieh 72 14 0 12 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications Sotaro Takeshita Tommaso Green Ines Reinig Kai Eckert Simone Paolo Ponzetto 69 12 0 08 Mar 2024
ROUGE-K: Do Your Summaries Have Keywords? Sotaro Takeshita Simone Paolo Ponzetto Kai Eckert 73 1 0 08 Mar 2024
PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Papers Yoonjoo Lee Hyeonsu B Kang Matt Latzke Juho Kim Jonathan Bragg Joseph Chee Chang Pao Siangliulue 70 21 0 05 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
TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization S. Syed Khalid Al Khatib Martin Potthast 57 2 0 10 Feb 2024
Harnessing PubMed User Query Logs for Post Hoc Explanations of Recommended Similar Articles Ashley Shin Qiao Jin James Anibal Zhiyong Lu 50 0 0 05 Feb 2024
AI and Generative AI for Research Discovery and Summarization Mark Glickman Yi Zhang 48 20 0 08 Jan 2024
VADIS -- a VAriable Detection, Interlinking and Summarization system Yavuz Selim Kartal Muhammad Ahsan Shahid Sotaro Takeshita Tornike Tsereteli Andrea Zielinski Benjamin Zapilko Philipp Mayr 54 1 0 20 Dec 2023
Cross-Domain Robustness of Transformer-based Keyphrase Generation Anna Glazkova Dmitry A. Morozov 66 1 0 17 Dec 2023
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets Dirk Groeneveld Anas Awadalla Iz Beltagy Akshita Bhagia Ian H. Magnusson Hao Peng Oyvind Tafjord Pete Walsh Kyle Richardson Jesse Dodge 143 1 0 15 Dec 2023
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2 Hamish Ivison Yizhong Wang Valentina Pyatkin Nathan Lambert Matthew E. Peters ... Joel Jang David Wadden Noah A. Smith Iz Beltagy Hanna Hajishirzi ALM ELM 131 194 0 17 Nov 2023
Citance-Contextualized Summarization of Scientific Papers S. Syed Ahmad Dawar Hakimi Khalid Al Khatib Martin Potthast 121 6 0 04 Nov 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 88 4 0 13 Oct 2023
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation Kai Huang Hanyu Yin Heng Huang Wei Gao 95 11 0 22 Sep 2023
Cyberbullying Detection for Low-resource Languages and Dialects: Review of the State of the Art Tanjim Mahmud M. Ptaszynski J. Eronen Fumito Masui 63 72 0 30 Aug 2023
Improving Primary Healthcare Workflow Using Extreme Summarization of Scientific Literature Based on Generative AI Gregor Stiglic Leon Kopitar Lucija Gosak Primož Kocbek Zhe He Prithwish Chakraborty Pablo Meyer Jiang Bian 91 1 0 24 Jul 2023
SciMRC: Multi-perspective Scientific Machine Reading Comprehension Xiao Zhang Heqi Zheng Yuxiang Nie Heyan Huang Xian-Ling Mao 76 1 0 25 Jun 2023
Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Yash Kumar Atri Vikram Goyal Tanmoy Chakraborty 55 13 0 24 Jun 2023
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics Shaurya Rohatgi Yanxia Qin Benjamin Aw Niranjana Unnithan MingSung Kan LMTD 71 13 0 24 May 2023
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond Philippe Laban Wojciech Kry'sciñski Divyansh Agarwal Alexander R. Fabbri Caiming Xiong Shafiq Joty Chien-Sheng Wu ALM HILM 88 35 0 23 May 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min-Yen Kan LMTD 119 34 0 22 May 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge Shangbin Feng Vidhisha Balachandran Yuyang Bai Yulia Tsvetkov KELM HILM 79 59 0 14 May 2023
Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good Fernando Gonzalez Zhijing Jin Bernhard Schölkopf Tom Hope Mrinmaya Sachan Rada Mihalcea 82 5 0 09 May 2023
The Current State of Summarization Fabian Retkowski 78 6 0 08 May 2023