The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders

14 September 2021

Papers citing "The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders"

26 / 26 papers shown

Title
Span-Level Hallucination Detection for LLM-Generated Answers Passant Elchafei Mervet Abu-Elkheir HILM LRM 68 1 0 25 Apr 2025
Student-Powered Digital Scholarship CoLab Project in the HKUST Library: Develop a Chinese Named-Entity Recognition (NER) Tool within One Semester from the Ground Up Sherry S.L. Yip Berry L. Han Holly H.Y. Chan 39 0 0 29 Mar 2025
A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition Zihan Wang Ziqi Zhao Yougang Lyu Z. Chen Maarten de Rijke Z. Z. Ren 66 3 0 25 Feb 2025
Leveraging Entailment Judgements in Cross-Lingual Summarisation Huajian Zhang Laura Perez-Beltrachini HILM 38 0 0 01 Aug 2024
An efficient text augmentation approach for contextualized Mandarin speech recognition Naijun Zheng Xucheng Wan Kai Liu Ziqing Du Zhou Huan 40 1 0 14 Jun 2024
ecVoice: Audio Text Extraction and Optimization of Video Based on Idioms Similarity Replacement Jinwei Lin 41 0 0 20 May 2024
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning Yuelin Bai Xinrun Du Yiming Liang Yonggang Jin Ziqiang Liu ... Chenghua Lin Jie Fu Min Yang Shiwen Ni Ge Zhang ALM 42 31 0 26 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 68 80 0 05 Mar 2024
HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance Huanjun Kong Songyang Zhang Jiaying Li Min Xiao Jun Xu Kai-xiang Chen VLM 26 1 0 16 Jan 2024
Fairness-Aware Structured Pruning in Transformers A. Zayed Gonçalo Mordido Samira Shabanian Ioana Baldini Sarath Chandar 33 15 0 24 Dec 2023
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 24 63 0 16 Oct 2023
Rethinking Relation Classification with Graph Meaning Representations Li Zhou Wenyu Chen DingYi Zeng Hong Qu Daniel Hershcovich AI4CE 25 0 0 15 Oct 2023
Audience-specific Explanations for Machine Translation Renhan Lou Jan Niehues LRM 16 2 0 22 Sep 2023
CPPF: A contextual and post-processing-free model for automatic speech recognition Lei Zhang Zhengkun Tian Xiang Chen Jiaming Sun Hongyu Xiang Ke Ding Guanglu Wan 26 0 0 14 Sep 2023
Discourse Representation Structure Parsing for Chinese Chunliu Wang Xiao Zhang Johan Bos 19 1 0 16 Jun 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 28 7 0 19 May 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 49 95 0 14 Mar 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He Jinho D. Choi 39 4 0 05 Feb 2023
Friend-training: Learning from Models of Different but Related Tasks Mian Zhang Lifeng Jin Linfeng Song Haitao Mi Xiabing Zhou Dong Yu VLM 19 0 0 31 Jan 2023
Demystifying Privacy Policy of Third-Party Libraries in Mobile Apps Kaifa Zhao Xian Zhan Le Yu Shiyao Zhou Hao Zhou Xiapu Luo Haoyu Wang Yepang Liu 37 14 0 29 Jan 2023
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics Hen-Hsen Huang Chen Tang Tyler Loakman Frank Guerin Chenghua Lin 25 12 0 19 Oct 2022
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations Chujie Zheng Jinfeng Zhou Yinhe Zheng Libiao Peng Zhen Guo Wenquan Wu Zhengyu Niu Hua-Hong Wu Minlie Huang 16 13 0 16 Oct 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 41 24 0 24 Jun 2022
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments Yu Zhang Qingrong Xia Shilin Zhou Yong-jia Jiang Guohong Fu Min Zhang 43 27 0 13 Oct 2021
Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation Yunpeng Ren Ziao Wang Yiyuan Wang Xiaofeng Zhang 17 9 0 23 Oct 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018