Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-End

20 December 2022

Papers citing "Transformers Go for the LOLs: Generating (Humourous) Titles from Scientific Abstracts End-to-End"

50 / 58 papers shown

Title
The Curse of Recursion: Training on Generated Data Makes Models Forget Ilia Shumailov Zakhar Shumaylov Yiren Zhao Y. Gal Nicolas Papernot Ross J. Anderson DiffM 65 297 0 27 May 2023
Successive Prompting for Decomposing Complex Questions Dheeru Dua Shivanshu Gupta Sameer Singh Matt Gardner ReLM LRM 69 115 0 08 Dec 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 98 763 0 16 Nov 2022
Query-based Instance Discrimination Network for Relational Triple Extraction Zeqi Tan Yongliang Shen Xuming Hu Wenqi Zhang Xiaoxia Cheng Weiming Lu Yueting Zhuang ISeg 50 9 0 03 Nov 2022
Natural Language Deduction with Incomplete Information Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 53 17 0 01 Nov 2022
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task Nyoungwoo Lee Yujin Baek Ho-Jin Choi Jaegul Choo 54 6 0 31 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 90 74 0 23 Oct 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs Bowen Xing Ivor W. Tsang 46 35 0 19 Oct 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation Xiaohui Song Longtao Huang Hui Xue Songlin Hu 32 85 0 17 Oct 2022
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective Baijun Ji Tong Zhang Yicheng Zou Bojie Hu Sitian Shen 43 14 0 16 Oct 2022
MENLI: Robust Evaluation Metrics from Natural Language Inference Yanran Chen Steffen Eger 63 17 0 15 Aug 2022
Generating Natural Language Proofs with Verifier-Guided Search Kaiyu Yang Jia Deng Danqi Chen LRM 76 71 0 25 May 2022
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling Kiyoon Yoo Nojun Kwak SILM AAML FedML 49 20 0 29 Apr 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space Mor Geva Avi Caciularu Ke Wang Yoav Goldberg KELM 95 377 0 28 Mar 2022
Did AI get more negative recently? Dominik Beese Begüm Altunbaş Görkem Güzeler Steffen Eger AILaw 52 4 0 28 Feb 2022
HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Tanya Goyal Nazneen Rajani Wenhao Liu Wojciech Kry'sciñski AI4CE 43 12 0 08 Oct 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 95 841 0 22 Jun 2021
Generate, Annotate, and Learn: NLP with Synthetic Text Xuanli He Islam Nassar J. Kiros Gholamreza Haffari Mohammad Norouzi 58 52 0 11 Jun 2021
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements Chen Shani Nadav Borenstein Dafna Shahaf 38 4 0 06 Jun 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres Yilun Zhu Sameer Pradhan Amir Zeldes 55 22 0 02 Jun 2021
Laughing Heads: Can Transformers Detect What Makes a Sentence Funny? Maxime Peyrard Beatriz Borges Kristina Gligorić Robert West 40 13 0 19 May 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 112 88 0 30 Jan 2021
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics Yufang Hou Charles Jochim Martin Gleize Francesca Bonin Debasis Ganguly 58 48 0 25 Jan 2021
German's Next Language Model Branden Chan Stefan Schweter Timo Möller 75 272 0 21 Oct 2020
The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation Shai Gretz Yonatan Bilu Edo Cohen-Karlik Noam Slonim 31 24 0 13 Oct 2020
Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing Piotr Szymañski Kyle Gorman 38 5 0 06 Oct 2020
Keep CALM and Explore: Language Models for Action Generation in Text-based Games Shunyu Yao Rohan Rao Matthew J. Hausknecht Karthik Narasimhan LLMAG LM&Ro 57 131 0 06 Oct 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 104 1,090 0 18 Sep 2020
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching Jonas Geiping Liam H. Fowl Wenjie Huang W. Czaja Gavin Taylor Michael Moeller Tom Goldstein AAML 84 218 0 04 Sep 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 90 710 0 24 Jul 2020
CPR: Classifier-Projection Regularization for Continual Learning Sungmin Cha Hsiang Hsu Taebaek Hwang Flavio du Pin Calmon Taesup Moon CLL 51 76 0 12 Jun 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation Lifu Tu Richard Yuanzhe Pang Sam Wiseman Kevin Gimpel 72 52 0 02 May 2020
Showing Your Work Doesn't Always Work Raphael Tang Jaejun Lee Ji Xin Xinyu Liu Yaoliang Yu Jimmy J. Lin 30 5 0 28 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 128 4,048 0 10 Apr 2020
MedDialog: Two Large-scale Medical Dialogue Datasets Xuehai He Shu Chen Zeqian Ju Xiangyu Dong Hongchao Fang ... Ruisi Zhang Ruoyu Zhang Meng Zhou Penghui Zhu P. Xie LM&MA MedIm 42 176 0 07 Apr 2020
NYTWIT: A Dataset of Novel Words in the New York Times Yuval Pinter Cassandra L. Jacobs Max Bittker 43 14 0 06 Mar 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 245 2,044 0 18 Dec 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 213 10,792 0 29 Oct 2019
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 102 200 0 27 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 371 20,053 0 23 Oct 2019
The Trumpiest Trump? Identifying a Subject's Most Characteristic Tweets Charuta Pethe Steven Skiena 36 4 0 09 Sep 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 151 595 0 05 Sep 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 53 229 0 10 Jul 2019
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper) Santiago Castro Devamanyu Hazarika Verónica Pérez-Rosas Roger Zimmermann Rada Mihalcea Soujanya Poria 62 258 0 05 Jun 2019
PaperRobot: Incremental Draft Generation of Scientific Ideas Qingyun Wang Lifu Huang Zhiying Jiang Kevin Knight Heng Ji Joey Tianyi Zhou Yi Luan 55 60 0 20 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 277 5,764 0 21 Apr 2019
Pun Generation with Surprise He He Nanyun Peng Percy Liang 50 73 0 15 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 118 2,957 0 26 Mar 2019
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 115 1,671 0 27 Aug 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 249 2,837 0 11 Jun 2018