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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
The Shifted and The Overlooked: A Task-oriented Investigation of
  User-GPT Interactions
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
Siru Ouyang
Shuohang Wang
Yang Liu
Ming Zhong
Yizhu Jiao
Dan Iter
Reid Pryzant
Chenguang Zhu
Heng Ji
Jiawei Han
98
32
0
19 Oct 2023
Learn Your Tokens: Word-Pooled Tokenization for Language Modeling
Learn Your Tokens: Word-Pooled Tokenization for Language Modeling
Avijit Thawani
Saurabh Ghanekar
Xiaoyuan Zhu
Jay Pujara
104
5
0
17 Oct 2023
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from
  a Parametric Perspective
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
Ming Zhong
Chenxin An
Weizhu Chen
Jiawei Han
Pengcheng He
101
12
0
17 Oct 2023
Disentangling the Linguistic Competence of Privacy-Preserving BERT
Disentangling the Linguistic Competence of Privacy-Preserving BERT
Stefan Arnold
Nils Kemmerzell
Annika Schreiner
82
0
0
17 Oct 2023
Active Learning Framework for Cost-Effective TCR-Epitope Binding
  Affinity Prediction
Active Learning Framework for Cost-Effective TCR-Epitope Binding Affinity Prediction
Pengfei Zhang
Seojin Bang
Heewook Lee
109
1
0
16 Oct 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization
Decomposed Prompt Tuning via Low-Rank Reparameterization
Yao Xiao
Lu Xu
Jiaxi Li
Wei Lu
Xiaoli Li
VLM
73
7
0
16 Oct 2023
Symmetrical SyncMap for Imbalanced General Chunking Problems
Symmetrical SyncMap for Imbalanced General Chunking Problems
Heng Zhang
Danilo Vasconcellos Vargas
35
2
0
16 Oct 2023
Domain-Specific Language Model Post-Training for Indonesian Financial
  NLP
Domain-Specific Language Model Post-Training for Indonesian Financial NLP
Ni Putu Intan Maharani
Yoga Yustiawan
Fauzy Caesar Rochim
Ayu Purwarianti
24
1
0
15 Oct 2023
On the Relationship between Sentence Analogy Identification and Sentence
  Structure Encoding in Large Language Models
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models
Thilini Wijesiriwardene
Ruwan Wickramarachchi
Aishwarya N. Reganti
Vinija Jain
Aman Chadha
Amit P. Sheth
Amitava Das
75
1
0
11 Oct 2023
The Past, Present and Better Future of Feedback Learning in Large
  Language Models for Subjective Human Preferences and Values
The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values
Hannah Rose Kirk
Andrew M. Bean
Bertie Vidgen
Paul Röttger
Scott A. Hale
ALM
115
50
0
11 Oct 2023
Leveraging Twitter Data for Sentiment Analysis of Transit User Feedback:
  An NLP Framework
Leveraging Twitter Data for Sentiment Analysis of Transit User Feedback: An NLP Framework
Adway Das
Abhishek Kumar Prajapati
Pengxiang Zhang
Mukund Srinath
A. Ranjbari
24
2
0
11 Oct 2023
A Comparative Study of Transformer-based Neural Text Representation
  Techniques on Bug Triaging
A Comparative Study of Transformer-based Neural Text Representation Techniques on Bug Triaging
Atish Kumar Dipongkor
Kevin Moran
23
8
0
10 Oct 2023
Cross-modal Cognitive Consensus guided Audio-Visual Segmentation
Cross-modal Cognitive Consensus guided Audio-Visual Segmentation
Zhaofeng Shi
Qingbo Wu
Fanman Meng
Linfeng Xu
Hongliang Li
VOS
104
3
0
10 Oct 2023
Generative Judge for Evaluating Alignment
Generative Judge for Evaluating Alignment
Junlong Li
Shichao Sun
Weizhe Yuan
Run-Ze Fan
Hai Zhao
Pengfei Liu
ELMALM
112
91
0
09 Oct 2023
Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained
  Large Language Models with Template-Content Structure
Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure
Haotong Yang
Fanxu Meng
Zhouchen Lin
Muhan Zhang
LRM
109
3
0
09 Oct 2023
Compositional Semantics for Open Vocabulary Spatio-semantic
  Representations
Compositional Semantics for Open Vocabulary Spatio-semantic Representations
Robin Karlsson
Francisco Lepe-Salazar
K. Takeda
VLM
78
1
0
08 Oct 2023
TopicAdapt- An Inter-Corpora Topics Adaptation Approach
TopicAdapt- An Inter-Corpora Topics Adaptation Approach
Pritom Saha Akash
Trisha Das
Kevin Chen-Chuan Chang
38
0
0
08 Oct 2023
Do self-supervised speech and language models extract similar
  representations as human brain?
Do self-supervised speech and language models extract similar representations as human brain?
Peili Chen
Linyang He
Li Fu
Lu Fan
Edward F. Chang
Yuanning Li
SSL
43
3
0
07 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective
On the Evolution of Knowledge Graphs: A Survey and Perspective
Xuhui Jiang
Chengjin Xu
Yinghan Shen
Xun Sun
Lumingyuan Tang
Saizhuo Wang
Zhongwu Chen
Yuanzhuo Wang
Jian Guo
152
9
0
07 Oct 2023
PGraphDTA: Improving Drug Target Interaction Prediction using Protein
  Language Models and Contact Maps
PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps
Rakesh Bal
Yijia Xiao
Wei Wang
40
4
0
06 Oct 2023
The Anatomy of Deception: Technical and Human Perspectives on a
  Large-scale Phishing Campaign
The Anatomy of Deception: Technical and Human Perspectives on a Large-scale Phishing Campaign
Anargyros Chrysanthou
Yorgos Pantis
Constantinos Patsakis
61
1
0
05 Oct 2023
InstructProtein: Aligning Human and Protein Language via Knowledge
  Instruction
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
Zeyuan Wang
Qiang Zhang
Keyan Ding
Ming Qin
Zhuang Xiang
Xiaotong Li
Huajun Chen
104
32
0
05 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and
  GPT-4
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4
Katikapalli Subramanyam Kalyan
LM&MAAI4CELRMAILawELM
131
248
0
04 Oct 2023
Multimodal Prompt Transformer with Hybrid Contrastive Learning for
  Emotion Recognition in Conversation
Multimodal Prompt Transformer with Hybrid Contrastive Learning for Emotion Recognition in Conversation
Shihao Zou
Xianying Huang
Xudong Shen
74
10
0
04 Oct 2023
Low Resource Summarization using Pre-trained Language Models
Low Resource Summarization using Pre-trained Language Models
Mubashir Munaf
Hammad Afzal
N. Iltaf
Khawir Mahmood
37
6
0
04 Oct 2023
Prompting-based Temporal Domain Generalization
Prompting-based Temporal Domain Generalization
Sepidehsadat Hosseini
Mengyao Zhai
Hossein Hajimirsadegh
Frederick Tung
AI4TSAI4CEOOD
77
0
0
03 Oct 2023
Nugget: Neural Agglomerative Embeddings of Text
Nugget: Neural Agglomerative Embeddings of Text
Guanghui Qin
Benjamin Van Durme
69
20
0
03 Oct 2023
Learning Type Inference for Enhanced Dataflow Analysis
Learning Type Inference for Enhanced Dataflow Analysis
Lukas Seidel
Sedick Baker Effendi
Xavier Pinho
Konrad Rieck
Brink van der Merwe
Fabian Yamaguchi
62
2
0
01 Oct 2023
A Brief History of Prompt: Leveraging Language Models. (Through Advanced
  Prompting)
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)
G. Muktadir
SILM
52
10
0
30 Sep 2023
Enhancing Representation Generalization in Authorship Identification
Enhancing Representation Generalization in Authorship Identification
Haining Wang
64
0
0
30 Sep 2023
Towards Complex-query Referring Image Segmentation: A Novel Benchmark
Towards Complex-query Referring Image Segmentation: A Novel Benchmark
Wei Ji
Li Li
Marco Pleines
Xiangyan Liu
Xu Yang
Juncheng Billy Li
Roger Zimmermann
68
8
0
29 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its
  Challenges
Language Models as a Service: Overview of a New Paradigm and its Challenges
Emanuele La Malfa
Aleksandar Petrov
Simon Frieder
Christoph Weinhuber
Ryan Burnell
Raza Nazar
Anthony Cohn
Nigel Shadbolt
Michael Wooldridge
ALMELM
79
6
0
28 Sep 2023
Identifying and Mitigating Privacy Risks Stemming from Language Models:
  A Survey
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey
Victoria Smith
Ali Shahin Shamsabadi
Carolyn Ashurst
Adrian Weller
PILM
106
27
0
27 Sep 2023
Text Classification: A Perspective of Deep Learning Methods
Text Classification: A Perspective of Deep Learning Methods
Zhongwei Wan
VLM
33
7
0
24 Sep 2023
Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality
  Estimation Shared Task
Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task
Ricardo Rei
Nuno M. Guerreiro
José P. Pombal
Daan van Stigt
Marcos Vinícius Treviso
Luísa Coheur
José G. C. de Souza
André F. T. Martins
95
63
0
21 Sep 2023
High-order Joint Constituency and Dependency Parsing
High-order Joint Constituency and Dependency Parsing
Yanggang Gu
Yang Hou
Zhefeng Wang
Xinyu Duan
Zhenghua Li
35
2
0
21 Sep 2023
A Discourse-level Multi-scale Prosodic Model for Fine-grained Emotion
  Analysis
A Discourse-level Multi-scale Prosodic Model for Fine-grained Emotion Analysis
X. Wei
Jia Jia
Xiang Li
Zhiyong Wu
Ziyi Wang
69
1
0
21 Sep 2023
Word Embedding with Neural Probabilistic Prior
Word Embedding with Neural Probabilistic Prior
Shaogang Ren
Dingcheng Li
P. Li
BDL
49
0
0
21 Sep 2023
Examining the Limitations of Computational Rumor Detection Models
  Trained on Static Datasets
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets
Yida Mu
Xingyi Song
Kalina Bontcheva
Nikolaos Aletras
73
4
0
20 Sep 2023
Baichuan 2: Open Large-scale Language Models
Baichuan 2: Open Large-scale Language Models
Ai Ming Yang
Bin Xiao
Bingning Wang
Borong Zhang
Ce Bian
...
Youxin Jiang
Yuchen Gao
Yupeng Zhang
Guosheng Dong
Zhiying Wu
ELMLRM
332
755
0
19 Sep 2023
Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract
  Code Using Vulnerability-constrained Decoding
Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding
André Storhaug
Jingyue Li
Tianyuan Hu
AAML
84
16
0
18 Sep 2023
AutoAM: An End-To-End Neural Model for Automatic and Universal Argument
  Mining
AutoAM: An End-To-End Neural Model for Automatic and Universal Argument Mining
Lang Cao
GNNLRM
42
1
0
17 Sep 2023
SplitEE: Early Exit in Deep Neural Networks with Split Computing
SplitEE: Early Exit in Deep Neural Networks with Split Computing
Divya J. Bajpai
Vivek K. Trivedi
S. L. Yadav
M. Hanawal
80
7
0
17 Sep 2023
Monolingual or Multilingual Instruction Tuning: Which Makes a Better
  Alpaca
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca
Pinzhen Chen
Shaoxiong Ji
Nikolay Bogoychev
Andrey Kutuzov
Barry Haddow
Kenneth Heafield
99
47
0
16 Sep 2023
Understanding the limitations of self-supervised learning for tabular
  anomaly detection
Understanding the limitations of self-supervised learning for tabular anomaly detection
Kimberly T. Mai
Toby O. Davies
Lewis D. Griffin
SSL
69
0
0
15 Sep 2023
Comparative Analysis of Contextual Relation Extraction based on Deep
  Learning Models
Comparative Analysis of Contextual Relation Extraction based on Deep Learning Models
R.Priyadharshini
G.Jeyakodi
P. Bala
37
0
0
13 Sep 2023
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies
Boshko Koloski
Blaž Škrlj
Marko Robnik-Šikonja
Senja Pollak
CLL
106
2
0
12 Sep 2023
Long-Range Transformer Architectures for Document Understanding
Long-Range Transformer Architectures for Document Understanding
Thibault Douzon
S. Duffner
Christophe Garcia
Jérémy Espinas
VLM
79
2
0
11 Sep 2023
Improving Information Extraction on Business Documents with Specific
  Pre-Training Tasks
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks
Thibault Douzon
S. Duffner
Christophe Garcia
Jérémy Espinas
53
6
0
11 Sep 2023
Neurons in Large Language Models: Dead, N-gram, Positional
Neurons in Large Language Models: Dead, N-gram, Positional
Elena Voita
Javier Ferrando
Christoforos Nalmpantis
MILM
166
56
0
09 Sep 2023
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