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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

23 October 2019

Sharan Narang

Papers citing "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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Title
Weakly-Supervised Questions for Zero-Shot Relation Extraction Saeed Najafi Alona Fyshe 65 10 0 21 Jan 2023
Poor Man's Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference Vilém Zouhar Shehzaad Dhuliawala Wangchunshu Zhou Nico Daheim Tom Kocmi Yuchen Eleanor Jiang Mrinmaya Sachan 70 11 0 21 Jan 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 94 9 0 21 Jan 2023
MTTN: Multi-Pair Text to Text Narratives for Prompt Generation Archan Ghosh Debgandhar Ghosh Madhurima Maji Suchinta Chanda Kalporup Goswami 62 1 0 21 Jan 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Zihao Chen H. Handa Kimiaki Shirahama 63 2 0 19 Jan 2023
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jinyang Li Binyuan Hui Reynold Cheng Bowen Qin Chenhao Ma Nan Huo Fei Huang Wenyu Du Luo Si Yongbin Li LMTD 76 115 0 18 Jan 2023
On the State of German (Abstractive) Text Summarization Dennis Aumiller Jing Fan Michael Gertz 68 1 0 17 Jan 2023
Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks Shi Zong Joshua Seltzer Jia Pan Pan Kathy Cheng Jimmy J. Lin 80 4 0 17 Jan 2023
PromptShots at the FinNLP-2022 ERAI Tasks: Pairwise Comparison and Unsupervised Ranking Peratham Wiriyathammabhum 46 4 0 16 Jan 2023
TEDB System Description to a Shared Task on Euphemism Detection 2022 Peratham Wiriyathammabhum 57 4 0 16 Jan 2023
Ankh: Optimized Protein Language Model Unlocks General-Purpose Modelling Ahmed Elnaggar Hazem Essam Wafaa Salah-Eldin Walid Moustafa Mohamed Elkerdawy Charlotte Rochereau B. Rost 238 103 0 16 Jan 2023
PlasmoFAB: A Benchmark to Foster Machine Learning for Plasmodium falciparum Protein Antigen Candidate Prediction Jonas C. Ditz Jacqueline Wistuba-Hamprecht Timo Maier Rolf Fendel N. Pfeifer Bernhard Reuter 47 2 0 16 Jan 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee Hyeonji Hwang Seongsu Bae Yeonsu Kwon W. Shin Seongjun Yang Minjoon Seo Jong-Yeup Kim Edward Choi 98 24 0 16 Jan 2023
The 2022 n2c2/UW Shared Task on Extracting Social Determinants of Health K. Lybarger Meliha Yetisgen-Yildiz Özlem Uzuner FedML 43 32 0 13 Jan 2023
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing Chen Cecilia Liu Jonas Pfeiffer Ivan Vulić Iryna Gurevych CLL 74 9 0 13 Jan 2023
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks Xinsong Zhang Yan Zeng Jipeng Zhang Hang Li VLM AI4CE LRM 128 17 0 12 Jan 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images Ryota Tanaka Kyosuke Nishida Kosuke Nishida Taku Hasegawa Itsumi Saito Kuniko Saito 68 85 0 12 Jan 2023
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction Khai Nguyen Dang Nguyen N. Ho 80 9 0 12 Jan 2023
On the Structural Generalization in Text-to-SQL Jieyu Li Lu Chen Ruisheng Cao Su Zhu Hongshen Xu Zhi Chen Hanchong Zhang Kai Yu 73 1 0 12 Jan 2023
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Abhijeet Awasthi Soumen Chakrabarti Sunita Sarawagi 94 5 0 10 Jan 2023
There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering Ankush Agarwal Sakharam Gawade Sachin Channabasavarajendra P. Bhattacharyya 61 6 0 10 Jan 2023
AI based approach to Trailer Generation for Online Educational Courses Prakhar Mishra Chaitali Diwan Srinath Srinivasa G. Srinivasaraghavan 20 2 0 10 Jan 2023
Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models Toufique Ahmed Supriyo Ghosh Chetan Bansal Thomas Zimmermann Xuchao Zhang Saravan Rajmohan AI4CE 77 59 0 10 Jan 2023
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding Yunchang Zhu Liang Pang Kangxi Wu Yanyan Lan Huawei Shen Xueqi Cheng AAML ELM 63 2 0 10 Jan 2023
Learning Bidirectional Action-Language Translation with Limited Supervision and Incongruent Input Ozan Ozdemir Matthias Kerzel C. Weber Jae Hee Lee Muhammad Burhan Hafez P. Bruns S. Wermter 68 1 0 09 Jan 2023
MAQA: A Multimodal QA Benchmark for Negation Judith Yue Li Aren Jansen Qingqing Huang Joonseok Lee Ravi Ganti Dima Kuzmin 81 5 0 09 Jan 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 162 20 0 09 Jan 2023
Removing Non-Stationary Knowledge From Pre-Trained Language Models for Entity-Level Sentiment Classification in Finance Seunghyeok Hong Hanwool Albert Lee Nahyeon Kang Moonjeong Hahm 67 8 0 09 Jan 2023
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers Leonid Boytsov Preksha Patel Vivek Sourabh Riddhi Nisar Sayan Kundu R. Ramanathan Eric Nyberg 83 20 0 08 Jan 2023
Visual Story Generation Based on Emotion and Keywords Yuetian Chen Ruohua Li Bowen Shi Peiru Liu Mei Si 34 2 0 07 Jan 2023
In Defense of Structural Symbolic Representation for Video Event-Relation Prediction Andrew Lu Xudong Lin Yulei Niu Shih-Fu Chang 106 2 0 06 Jan 2023
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction Jun Gao Changlong Yu Wei Wang Huan Zhao Ruifeng Xu 78 35 0 06 Jan 2023
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona J. Lim Myunghoon Kang Yuna Hur Seung-Ju Jung Jinsung Kim ... Dongyub Lee Hyesung Ji Donghoon Shin Seung Wook Kim Heu-Jeoung Lim HILM 82 8 0 06 Jan 2023
TrojanPuzzle: Covertly Poisoning Code-Suggestion Models H. Aghakhani Wei Dai Andre Manoel Xavier Fernandes Anant Kharkar Christopher Kruegel Giovanni Vigna David Evans B. Zorn Robert Sim SILM 69 37 0 06 Jan 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 79 7 0 05 Jan 2023
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token Jia Ning Chen Li Zheng Zhang Zigang Geng Qi Dai Kun He Han Hu 130 47 0 05 Jan 2023
TextDescriptives: A Python package for calculating a large variety of metrics from text Lasse Hansen L. R. Olsen Kenneth Enevoldsen 110 28 0 05 Jan 2023
Serenity: Library Based Python Code Analysis for Code Completion and Automated Machine Learning Wenting Zhao Ibrahim Abdelaziz Julian T Dolby Kavitha Srinivas M. Helali Essam Mansour 66 0 0 05 Jan 2023
Parameter-Efficient Fine-Tuning Design Spaces Jiaao Chen Aston Zhang Xingjian Shi Mu Li Alexander J. Smola Diyi Yang 129 67 0 04 Jan 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 88 15 0 04 Jan 2023
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries Ali Al-Kaswan Toufique Ahmed Maliheh Izadi A. Sawant Prem Devanbu Arie van Deursen SyDa 148 37 0 04 Jan 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min-Yen Kan Jian-Guang Lou 90 18 0 03 Jan 2023
PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora D. Nagumothu B. Ofoghi G. Huang Peter W. Eklund RALM 72 5 0 03 Jan 2023
SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot Elias Frantar Dan Alistarh VLM 159 739 0 02 Jan 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 285 560 0 02 Jan 2023
Transformer Based Geocoding Yuval Solaz Vitaly Shalumov 35 0 0 02 Jan 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 208 36 0 01 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 249 169 0 31 Dec 2022
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models Wenhao Wu Xiaohan Wang Haipeng Luo Jingdong Wang Yi Yang Wanli Ouyang 188 53 0 31 Dec 2022
Inconsistencies in Masked Language Models Tom Young Yunan Chen Yang You 83 2 0 30 Dec 2022