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Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Knowledge Distillation-Empowered Digital Twin for Anomaly Detection Qinghua Xu Sajid Ali T. Yue Zaimovic Nedim Inderjeet Singh 45 8 0 08 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 55 2 0 08 Sep 2023
Enhancing Pipeline-Based Conversational Agents with Large Language Models Mina Foosherian Hendrik Purwins Purna Rathnayake Touhidul Alam Rui Teimao K. Thoben LLMAG 56 2 0 07 Sep 2023
Decoding the Alphabet Soup of Degrees in the United States Postsecondary Education System Through Hybrid Method: Database and Text Mining Sahar Voghoei James E. Byars John A. Miller Khaled Rasheed Hamid Arabnia 26 2 0 06 Sep 2023
Automated CVE Analysis for Threat Prioritization and Impact Prediction Ehsan Aghaei E. Al-Shaer W. Shadid Xi Niu 52 5 0 06 Sep 2023
EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System Chengjie Lu Qinghua Xu T. Yue Sajid Ali T. Schwitalla J. Nygaard 75 11 0 06 Sep 2023
Contrastive Learning as Kernel Approximation Konstantinos Christopher Tsiolis SSL 84 0 0 06 Sep 2023
A study on the impact of pre-trained model on Just-In-Time defect prediction Yuxiang Guo Xiaopeng Gao Zhenyu Zhang William Chan Bo Jiang VLM 24 3 0 05 Sep 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 105 43 0 05 Sep 2023
Multilingual Text Representation Fahim Faisal 51 0 0 02 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 60 0 0 02 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 126 136 0 01 Sep 2023
Why do universal adversarial attacks work on large language models?: Geometry might be the answer Varshini Subhash Anna Bialas Weiwei Pan Finale Doshi-Velez AAML 91 11 0 01 Sep 2023
Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals Guanghui Fu Qing Zhao Jianqiang Li Dan Luo Changwei Song ... Fan Wang Yan Wang Lijuan Cheng Juan Zhang B. Yang OffRL 73 35 0 29 Aug 2023
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER Guanting Dong Zechen Wang Jinxu Zhao Gang Zhao Daichi Guo ... Keqing He Xuefeng Li Liwen Wang Xinyue Cui Weiran Xu 84 22 0 28 Aug 2023
PAITS: Pretraining and Augmentation for Irregularly-Sampled Time Series Nicasia Beebe-Wang Sayna Ebrahimi Jinsung Yoon Sercan O. Arik Tomas Pfister AI4TS 56 4 0 25 Aug 2023
An Ensemble Approach to Personalized Real Time Predictive Writing for Experts Sourav Prosad Viswa Datha Polavarapu Shrutendra Harsola 47 0 0 25 Aug 2023
kTrans: Knowledge-Aware Transformer for Binary Code Embedding Wenyu Zhu Hao Wang Yuchen Zhou Jiaming Wang Zihan Sha Zeyu Gao Chao Zhang 88 10 0 24 Aug 2023
HuBo-VLM: Unified Vision-Language Model designed for HUman roBOt interaction tasks Zichao Dong Weikun Zhang Xufeng Huang Hang Ji Xin Zhan Junbo Chen VLM 47 4 0 24 Aug 2023
Semantic Change Detection for the Romanian Language Ciprian-Octavian Truică Victor Tudose Elena Simona Apostol 28 1 0 23 Aug 2023
IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning Feiyu F. Zhang Liangzhi Li Jun-Cheng Chen Zhouqian Jiang Bowen Wang Yiming Qian 95 38 0 23 Aug 2023
Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature Walter Hernandez Cruz K. Tylinski Alastair Moore Niall Roche Nikhil Vadgama Horst Treiblmaier J. Shangguan Paolo Tasca Jiahua Xu 137 2 0 23 Aug 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 190 19 0 23 Aug 2023
LEAP: Efficient and Automated Test Method for NLP Software Ming-Ming Xiao Yan Xiao Hai Dong Shunhui Ji Pengcheng Zhang AAML 62 8 0 22 Aug 2023
Lightweight Adaptation of Neural Language Models via Subspace Embedding Amit Kumar Jaiswal Haiming Liu 59 2 0 16 Aug 2023
PEvoLM: Protein Sequence Evolutionary Information Language Model Issar Arab 25 1 0 16 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 178 317 0 14 Aug 2023
Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph Ahtsham Zafar V. Parthasarathy Chan Le Van Saad Shahid A. khan Arsalan Shahid 79 14 0 13 Aug 2023
Transforming Sentiment Analysis in the Financial Domain with ChatGPT G. Fatouros John Soldatos Kalliopi Kouroumali Georgios Makridis D. Kyriazis 71 92 0 13 Aug 2023
KETM:A Knowledge-Enhanced Text Matching method Kexin Jiang Yahui Zhao Guozhe Jin Zhenguo Zhang Rong-yi Cui 50 6 0 11 Aug 2023
Spanish Pre-trained BERT Model and Evaluation Data J. Cañete Gabriel Chaperon Rodrigo Fuentes Jou-Hui Ho Hojin Kang Jorge Pérez 95 667 0 06 Aug 2023
Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization Mousumi Akter Shubhra (Santu) Karmaker 58 1 0 04 Aug 2023
A Survey of Spanish Clinical Language Models Guillem García Subies Á. Jiménez Paloma Martínez LM&MA ELM LRM 57 0 0 04 Aug 2023
Efficient Sentiment Analysis: A Resource-Aware Evaluation of Feature Extraction Techniques, Ensembling, and Deep Learning Models M. Kamruzzaman Gene Louis Kim 59 3 0 03 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 92 15 0 31 Jul 2023
LLMs4OL: Large Language Models for Ontology Learning Hamed Babaei Giglou Jennifer D'Souza Sören Auer 73 79 0 31 Jul 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 82 9 0 30 Jul 2023
Towards a Fully Unsupervised Framework for Intent Induction in Customer Support Dialogues Rita Costa Bruno Martins Sérgio Viana Luísa Coheur 24 1 0 28 Jul 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations Gábor Berend 88 8 0 25 Jul 2023
Towards Resolving Word Ambiguity with Word Embeddings Matthias Thurnbauer Johannes Reisinger C. Goller Andreas Fischer 20 1 0 25 Jul 2023
Layer-wise Representation Fusion for Compositional Generalization Yafang Zheng Lei Lin Shantao Liu Binling Wang Zhaohong Lai Wenhao Rao Biao Fu Yidong Chen Xiaodon Shi AI4CE 114 2 0 20 Jul 2023
Teach model to answer questions after comprehending the document Ruiqing Sun Ping Jian FaML 67 0 0 18 Jul 2023
MorphPiece : A Linguistic Tokenizer for Large Language Models Jeffrey Hsu 61 4 0 14 Jul 2023
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour 46 4 0 14 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 261 628 0 12 Jul 2023
PolyLM: An Open Source Polyglot Large Language Model Xiangpeng Wei Hao-Ran Wei Huan Lin Tianhao Li Pei Zhang ... Yu Bowen Dayiheng Liu Baosong Yang Fei Huang Jun Xie LRM 109 61 0 12 Jul 2023
Enhancing Biomedical Text Summarization and Question-Answering: On the Utility of Domain-Specific Pre-Training Dima Galat Marian-Andrei Rizoiu 35 2 0 10 Jul 2023
Evaluating Biased Attitude Associations of Language Models in an Intersectional Context Shiva Omrani Sabbaghi Robert Wolfe Aylin Caliskan 73 25 0 07 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 47 17 0 05 Jul 2023
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models Shengding Hu Ning Ding Weilin Zhao Xingtai Lv Zhen Zhang Zhiyuan Liu Maosong Sun 57 7 0 05 Jul 2023