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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
Self-Attention Mechanism in Multimodal Context for Banking Transaction Flow Cyrile Delestre Yoann Sola 34 0 0 10 Oct 2024
Siamese networks for Poincaré embeddings and the reconstruction of evolutionary trees Ciro Carvallo Hernán Bocaccio G. Mindlin Pablo Groisman 57 0 0 09 Oct 2024
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 120 0 0 06 Oct 2024
Inner-Probe: Discovering Copyright-related Data Generation in LLM Architecture Qichao Ma Rui-Jie Zhu Peiye Liu Renye Yan Fahong Zhang ... Meng Li Zhaofei Yu Zongwei Wang Yimao Cai Tiejun Huang 80 1 0 06 Oct 2024
Deep Transfer Learning Based Peer Review Aggregation and Meta-review Generation for Scientific Articles Md. Tarek Hasan Mohammad Nazmush Shamael H. M. Mutasim Billah Arifa Akter M. Hossain Sumayra Islam Salekul Islam Swakkhar Shatabda 62 0 0 05 Oct 2024
A Multi-task Learning Framework for Evaluating Machine Translation of Emotion-loaded User-generated Content Shenbin Qian Constantin Orasan Diptesh Kanojia Félix do Carmo 98 0 0 04 Oct 2024
Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT Yanxin Shen Pulin Kirin Zhang AIFin 61 11 0 02 Oct 2024
Reasoning Elicitation in Language Models via Counterfactual Feedback Alihan Hüyük Xinnuo Xu Jacqueline R. M. A. Maasch Aditya V. Nori Javier González ReLM LRM 449 3 0 02 Oct 2024
Investigating the Impact of Model Complexity in Large Language Models Jing Luo Huiyuan Wang Weiran Huang 69 0 0 01 Oct 2024
The Construction of Instruction-tuned LLMs for Finance without Instruction Data Using Continual Pretraining and Model Merging Masanori Hirano Kentaro Imajo MoMe 55 1 0 30 Sep 2024
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 195 6 0 27 Sep 2024
"Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree": Zero-Shot Decision Tree Induction and Embedding with Large Language Models Ricardo Knauer Mario Koddenbrock Raphael Wallsberger Nicholas M. Brisson Georg N. Duda Deborah Falla David W. Evans Erik Rodner 203 0 0 27 Sep 2024
Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical Designs Deniz Gündüz Michèle A. Wigger Tze-Yang Tung Ping Zhang Yong Xiao 98 18 0 26 Sep 2024
SWE2: SubWord Enriched and Significant Word Emphasized Framework for Hate Speech Detection Guanyi Mou Pengyi Ye Kyumin Lee 96 18 0 25 Sep 2024
ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents Furkan Pala Mehmet Yasin Akpınar Onur Deniz Gülşen Eryiğit 51 0 0 23 Sep 2024
Can Language Model Understand Word Semantics as A Chatbot? An Empirical Study of Language Model Internal External Mismatch Jinman Zhao Xueyan Zhang Xingyu Yue Weizhe Chen Zifan Qian Ruiyu Wang LRM 68 0 0 21 Sep 2024
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks Sebastian Nehrdich Oliver Hellwig Kurt Keutzer 60 5 0 20 Sep 2024
Trajectory Anomaly Detection with Language Models Jonathan Mbuya Dieter Pfoser Antonios Anastasopoulos 37 2 0 18 Sep 2024
Norm of Mean Contextualized Embeddings Determines their Variance Hiroaki Yamagiwa Hidetoshi Shimodaira 56 0 0 17 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 118 2 0 17 Sep 2024
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction Erwin D. López Z. Cheng Tang Atsushi Shimada 48 1 0 17 Sep 2024
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 99 8 0 15 Sep 2024
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects Awal Ahmed Fime Saifuddin Mahmud Arpita Das Md. Sunzidul Islam Hong-Hoon Kim VGen 3DV 44 1 0 14 Sep 2024
Distilling Monolingual and Crosslingual Word-in-Context Representations Yuki Arase Tomoyuki Kajiwara 68 0 0 13 Sep 2024
A BERT-Based Summarization approach for depression detection Hossein Salahshoor Gavalan Mohmmad Naim Rastgoo Bahareh Nakisa 63 2 0 13 Sep 2024
LLM-Enhanced Software Patch Localization Jinhong Yu Yi Chen Di Tang Xiaozhong Liu Wenyuan Xu Chen Wu Haixu Tang AAML 64 2 0 10 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 248 32 0 10 Sep 2024
Interactive Machine Teaching by Labeling Rules and Instances Giannis Karamanolakis Daniel J. Hsu Luis Gravano 73 1 0 08 Sep 2024
Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations Zhicheng Ren Zhiping Xiao Yizhou Sun 99 0 0 04 Sep 2024
Dreaming is All You Need Mingze Ni Wei Liu 53 0 0 03 Sep 2024
Pre-Trained Language Models for Keyphrase Prediction: A Review Muhammad Umair Tangina Sultana Young-Koo Lee 80 4 0 02 Sep 2024
From Latent to Engine Manifolds: Analyzing ImageBind's Multimodal Embedding Space Andrew Hamara Pablo Rivas 59 1 0 30 Aug 2024
Great Memory, Shallow Reasoning: Limits of $k$ NN-LMs Shangyi Geng Wenting Zhao Alexander M. Rush RALM ReLM LRM 93 2 0 21 Aug 2024
Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations Róbert Csordás Christopher Potts Christopher D. Manning Atticus Geiger GAN 82 21 0 20 Aug 2024
Acquiring Bidirectionality via Large and Small Language Models Takumi Goto Hiroyoshi Nagao Yuta Koreeda 56 0 0 19 Aug 2024
Paired Completion: Flexible Quantification of Issue-framing at Scale with LLMs Simon D Angus Lachlan O’Neill 31 0 0 19 Aug 2024
PhysBERT: A Text Embedding Model for Physics Scientific Literature Thorsten Hellert Joao Montenegro Andrea Pollastro PINN AI4CE 71 4 0 18 Aug 2024
Exploring Retrieval Augmented Generation in Arabic S. El-Beltagy Mohamed A. Abdallah RALM 85 4 0 14 Aug 2024
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization Zhuoyue Wan Yuanfeng Song Shuaimin Li Chen Jason Zhang Raymond Chi-Wing Wong VLM 74 1 0 14 Aug 2024
BERT's Conceptual Cartography: Mapping the Landscapes of Meaning Nina Haket Ryan Daniels 57 0 0 13 Aug 2024
Knowledge Probing for Graph Representation Learning Mingyu Zhao Xingyu Huang Ziyu Lyu Yanlin Wang Lixin Cui Lu Bai 26 0 0 07 Aug 2024
Why transformers are obviously good models of language Felix Hill 58 1 0 07 Aug 2024
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction Benjamin Matthias Ruppik Michael Heck Carel van Niekerk Renato Vukovic Hsien-chin Lin Shutong Feng Marcus Zibrowius Milica Gašić 87 3 0 07 Aug 2024
Disentangling Dense Embeddings with Sparse Autoencoders Charles OÑeill Christine Ye K. Iyer John F. Wu 58 7 0 01 Aug 2024
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends Giuliano Martinelli Martin Larsson Johannes Wiesel 88 10 0 31 Jul 2024
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review Tongyue Shi Jun Ma Zihan Yu Haowei Xu Minqi Xiong Meirong Xiao Yilin Li Huiying Zhao Guilan Kong 74 2 0 27 Jul 2024
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 108 10 0 26 Jul 2024
Unified Lexical Representation for Interpretable Visual-Language Alignment Yifan Li Yikai Wang Yanwei Fu Dongyu Ru Zheng Zhang Tong He VLM 59 4 0 25 Jul 2024
NarrationDep: Narratives on Social Media For Automatic Depression Detection Hamad Zogan Imran Razzak Shoaib Jameel Guandong Xu 39 0 0 24 Jul 2024
Analyzing Polysemy Evolution Using Semantic Cells Yukio Ohsawa Dingming Xue Kaira Sekiguchi 42 0 0 23 Jul 2024