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Deep contextualized word representations
v1v2 (latest)

Deep contextualized word representations

15 February 2018
Matthew E. Peters
Mark Neumann
Mohit Iyyer
Matt Gardner
Christopher Clark
Kenton Lee
Luke Zettlemoyer
    NAI
ArXiv (abs)PDFHTML

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown
Title
Boosting Prompt-Based Self-Training With Mapping-Free Automatic
  Verbalizer for Multi-Class Classification
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification
Yoo-Seok Kho
Jaehee Kim
Pilsung Kang
VLM
61
0
0
08 Dec 2023
Improving Activation Steering in Language Models with Mean-Centring
Improving Activation Steering in Language Models with Mean-Centring
Ole Jorgensen
Dylan R. Cope
Nandi Schoots
Murray Shanahan
LLMSV
55
37
0
06 Dec 2023
Towards Measuring Representational Similarity of Large Language Models
Towards Measuring Representational Similarity of Large Language Models
Max Klabunde
Mehdi Ben Amor
Michael Granitzer
Florian Lemmerich
75
4
0
05 Dec 2023
Expand BERT Representation with Visual Information via Grounded Language
  Learning with Multimodal Partial Alignment
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment
Cong-Duy Nguyen
The-Anh Vu-Le
Thong Nguyen
Tho Quan
Anh Tuan Luu
100
6
0
04 Dec 2023
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models
Reza Yousefi Maragheh
Chenhao Fang
Charan Chand Irugu
Parth Parikh
Jason H. D. Cho
...
Saranyan Sukumar
Malay Patel
Evren Körpeoglu
Sushant Kumar
Kannan Achan
94
9
0
01 Dec 2023
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey
Tianyu Ding
Tianyi Chen
Haidong Zhu
Jiachen Jiang
Yiqi Zhong
Jinxin Zhou
Guangzhi Wang
Zhihui Zhu
Ilya Zharkov
Luming Liang
123
24
0
01 Dec 2023
Supervising the Centroid Baseline for Extractive Multi-Document
  Summarization
Supervising the Centroid Baseline for Extractive Multi-Document Summarization
Simão Gonçalves
Gonçalo M. Correia
Diogo Pernes
Afonso Mendes
51
1
0
29 Nov 2023
Language Models: A Guide for the Perplexed
Language Models: A Guide for the Perplexed
Sofia Serrano
Zander Brumbaugh
Noah A. Smith
49
6
0
29 Nov 2023
A Quantitative Approach to Understand Self-Supervised Models as
  Cross-lingual Feature Extractors
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors
Shuyue Stella Li
Beining Xu
Xiangyu Zhang
Hexin Liu
Wen-Han Chao
Leibny Paola García
SSL
56
4
0
27 Nov 2023
Injecting linguistic knowledge into BERT for Dialogue State Tracking
Injecting linguistic knowledge into BERT for Dialogue State Tracking
Xiaohan Feng
Xixin Wu
Helen M. Meng
79
0
0
27 Nov 2023
Query by Activity Video in the Wild
Query by Activity Video in the Wild
Tao Hu
William Thong
Pascal Mettes
Cees G. M. Snoek
79
0
0
23 Nov 2023
Transformer-based Named Entity Recognition in Construction Supply Chain
  Risk Management in Australia
Transformer-based Named Entity Recognition in Construction Supply Chain Risk Management in Australia
Milad Baghalzadeh Shishehgarkhaneh
R. Moehler
Yihai Fang
Amer A. Hijazi
Hamed Aboutorab
100
10
0
23 Nov 2023
The DURel Annotation Tool: Human and Computational Measurement of
  Semantic Proximity, Sense Clusters and Semantic Change
The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change
Dominik Schlechtweg
S. Virk
Pauline Sander
Emma Sköldberg
Lukas Theuer Linke
Tuo Zhang
Nina Tahmasebi
Jonas Kuhn
Sabine Schulte im Walde
75
10
0
21 Nov 2023
Deepparse : An Extendable, and Fine-Tunable State-Of-The-Art Library for
  Parsing Multinational Street Addresses
Deepparse : An Extendable, and Fine-Tunable State-Of-The-Art Library for Parsing Multinational Street Addresses
David Beauchemin
Marouane Yassine
68
1
0
20 Nov 2023
A Comprehensive Review on Sentiment Analysis: Tasks, Approaches and
  Applications
A Comprehensive Review on Sentiment Analysis: Tasks, Approaches and Applications
Sudhanshu Kumar
Partha Pratim Roy
D. P. Dogra
Byung-Gyu Kim
51
7
0
19 Nov 2023
Bit Cipher -- A Simple yet Powerful Word Representation System that
  Integrates Efficiently with Language Models
Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models
Haoran Zhao
Jake Ryland Williams
101
0
0
18 Nov 2023
Sinhala-English Word Embedding Alignment: Introducing Datasets and
  Benchmark for a Low Resource Language
Sinhala-English Word Embedding Alignment: Introducing Datasets and Benchmark for a Low Resource Language
Kasun Wickramasinghe
Nisansa de Silva
62
0
0
17 Nov 2023
Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human
  Narrative Processing
Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing
Zhengqi He
Taro Toyoizumi
MILM
60
0
0
17 Nov 2023
Strings from the Library of Babel: Random Sampling as a Strong Baseline
  for Prompt Optimisation
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation
Yao Lu
Jiayi Wang
Raphael Tang
Sebastian Riedel
Pontus Stenetorp
61
2
0
16 Nov 2023
Spoken Word2Vec: Learning Skipgram Embeddings from Speech
Spoken Word2Vec: Learning Skipgram Embeddings from Speech
Mohammad Amaan Sayeed
Hanan Aldarmaki
51
0
0
15 Nov 2023
Learning Mutually Informed Representations for Characters and Subwords
Learning Mutually Informed Representations for Characters and Subwords
Yilin Wang
Xinyi Hu
Matthew R. Gormley
70
0
0
14 Nov 2023
Multi-Label Topic Model for Financial Textual Data
Multi-Label Topic Model for Financial Textual Data
Moritz Scherrmann
26
1
0
10 Nov 2023
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence
  Embeddings
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings
Xianming Li
Jing Li
78
16
0
09 Nov 2023
Mental Health Diagnosis in the Digital Age: Harnessing Sentiment
  Analysis on Social Media Platforms upon Ultra-Sparse Feature Content
Mental Health Diagnosis in the Digital Age: Harnessing Sentiment Analysis on Social Media Platforms upon Ultra-Sparse Feature Content
Haijian Shao
Ming Zhu
Shengjie Zhai
AI4MH
32
3
0
09 Nov 2023
An Embedded Diachronic Sense Change Model with a Case Study from Ancient
  Greek
An Embedded Diachronic Sense Change Model with a Case Study from Ancient Greek
Schyan Zafar
Geoff K. Nicholls
106
1
0
01 Nov 2023
Text Rendering Strategies for Pixel Language Models
Text Rendering Strategies for Pixel Language Models
Jonas F. Lotz
Elizabeth Salesky
Phillip Rust
Desmond Elliott
VLM
85
12
0
01 Nov 2023
Syntactic Inductive Bias in Transformer Language Models: Especially
  Helpful for Low-Resource Languages?
Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages?
Luke Gessler
Nathan Schneider
46
1
0
01 Nov 2023
Dynamically Updating Event Representations for Temporal Relation
  Classification with Multi-category Learning
Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning
Fei Cheng
Masayuki Asahara
Ichiro Kobayashi
Sadao Kurohashi
56
18
0
31 Oct 2023
Improving Prompt Tuning with Learned Prompting Layers
Improving Prompt Tuning with Learned Prompting Layers
Wei Zhu
Ming Tan
VLM
117
1
0
31 Oct 2023
Integrating Pre-trained Language Model into Neural Machine Translation
Integrating Pre-trained Language Model into Neural Machine Translation
Soon-Jae Hwang
Chang-Sung Jeong
56
0
0
30 Oct 2023
Skywork: A More Open Bilingual Foundation Model
Skywork: A More Open Bilingual Foundation Model
Tianwen Wei
Liang Zhao
Lichang Zhang
Bo Zhu
Lijie Wang
...
Yongyi Peng
Xiaojuan Liang
Shuicheng Yan
Han Fang
Yahui Zhou
93
102
0
30 Oct 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that
  Propagate to Speech Emotion Recognition
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition
Isaac Slaughter
Craig Greenberg
Reva Schwartz
Aylin Caliskan
95
5
0
29 Oct 2023
Discourse Structures Guided Fine-grained Propaganda Identification
Discourse Structures Guided Fine-grained Propaganda Identification
Yuanyuan Lei
Ruihong Huang
68
5
0
28 Oct 2023
OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization
OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization
Yuchen Shen
Xiaojun Wan
86
9
0
27 Oct 2023
Transformers as Graph-to-Graph Models
Transformers as Graph-to-Graph Models
James Henderson
Alireza Mohammadshahi
Andrei Catalin Coman
Lesly Miculicich
GNN
72
6
0
27 Oct 2023
Global Voices, Local Biases: Socio-Cultural Prejudices across Languages
Global Voices, Local Biases: Socio-Cultural Prejudices across Languages
A. Mukherjee
Chahat Raj
Ziwei Zhu
Antonios Anastasopoulos
87
17
0
26 Oct 2023
Meaning and understanding in large language models
Meaning and understanding in large language models
Vladimír Havlík
AI4CE
70
2
0
26 Oct 2023
Learning to Abstract with Nonparametric Variational Information
  Bottleneck
Learning to Abstract with Nonparametric Variational Information Bottleneck
Melika Behjati
Fabio Fehr
James Henderson
SSL
67
3
0
26 Oct 2023
URL-BERT: Training Webpage Representations via Social Media Engagements
URL-BERT: Training Webpage Representations via Social Media Engagements
A. Qamar
Chetan Verma
Ahmed El-Kishky
Sumit Binnani
Sneha Mehta
Taylor Berg-Kirkpatrick
60
0
0
25 Oct 2023
The Distributional Hypothesis Does Not Fully Explain the Benefits of
  Masked Language Model Pretraining
The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining
Ting-Rui Chiang
Dani Yogatama
59
1
0
25 Oct 2023
WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task
WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task
Mustafa Jarrar
Muhammad Abdul-Mageed
Mohammed Khalilia
Bashar Talafha
AbdelRahim Elmadany
Nagham Hamad
Alaa' Omar
86
15
0
24 Oct 2023
Is Probing All You Need? Indicator Tasks as an Alternative to Probing
  Embedding Spaces
Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces
Tal Levy
Omer Goldman
Reut Tsarfaty
109
3
0
24 Oct 2023
Towards Automated Recipe Genre Classification using Semi-Supervised
  Learning
Towards Automated Recipe Genre Classification using Semi-Supervised Learning
Nazmus Sakib
G. M. Shahariar
Mohsinul Kabir
Md. Kamrul Hasan
H. Mahmud
25
1
0
24 Oct 2023
Reference Free Domain Adaptation for Translation of Noisy Questions with
  Question Specific Rewards
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards
Baban Gain
Ramakrishna Appicharla
Soumya Chennabasavaraj
Nikesh Garera
Asif Ekbal
M. Chelliah
72
0
0
23 Oct 2023
Implications of Annotation Artifacts in Edge Probing Test Datasets
Implications of Annotation Artifacts in Edge Probing Test Datasets
Sagnik Ray Choudhury
Jushaan Kalra
50
0
0
20 Oct 2023
How Much Consistency Is Your Accuracy Worth?
How Much Consistency Is Your Accuracy Worth?
Jacob K. Johnson
Ana Marasović
58
1
0
20 Oct 2023
Explaining Interactions Between Text Spans
Explaining Interactions Between Text Spans
Sagnik Ray Choudhury
Pepa Atanasova
Isabelle Augenstein
58
2
0
20 Oct 2023
Tuna: Instruction Tuning using Feedback from Large Language Models
Tuna: Instruction Tuning using Feedback from Large Language Models
Haoran Li
Yiran Liu
Xingxing Zhang
Wei Lu
Furu Wei
ALM
83
3
0
20 Oct 2023
SRAI: Towards Standardization of Geospatial AI
SRAI: Towards Standardization of Geospatial AI
Piotr Gramacki
Kacper Le'sniara
Kamil Raczycki
Szymon Wo'zniak
Marcin Przymus
Piotr Szymañski
37
5
0
19 Oct 2023
An Emulator for Fine-Tuning Large Language Models using Small Language
  Models
An Emulator for Fine-Tuning Large Language Models using Small Language Models
Eric Mitchell
Rafael Rafailov
Archit Sharma
Chelsea Finn
Christopher D. Manning
ALM
112
56
0
19 Oct 2023
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