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DeBERTa: Decoding-enhanced BERT with Disentangled Attention

DeBERTa: Decoding-enhanced BERT with Disentangled Attention

5 June 2020
Pengcheng He
Xiaodong Liu
Jianfeng Gao
Weizhu Chen
    AAML
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Papers citing "DeBERTa: Decoding-enhanced BERT with Disentangled Attention"

50 / 1,037 papers shown
Title
OMoS-QA: A Dataset for Cross-Lingual Extractive Question Answering in a
  German Migration Context
OMoS-QA: A Dataset for Cross-Lingual Extractive Question Answering in a German Migration Context
Steffen Kleinle
Jakob Prange
Annemarie Friedrich
RALM
33
0
0
22 Jul 2024
Pre-Training and Prompting for Few-Shot Node Classification on
  Text-Attributed Graphs
Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs
Huan-jing Zhao
Beining Yang
Yukuo Cen
Junyu Ren
Chenhui Zhang
Yuxiao Dong
Evgeny Kharlamov
Shu Zhao
Jie Tang
VLM
49
7
0
22 Jul 2024
SynCPKL: Harnessing LLMs to Generate Synthetic Data for Commonsense
  Persona Knowledge Linking
SynCPKL: Harnessing LLMs to Generate Synthetic Data for Commonsense Persona Knowledge Linking
Kuan-Yen Lin
38
0
0
21 Jul 2024
A Community-Centric Perspective for Characterizing and Detecting
  Anti-Asian Violence-Provoking Speech
A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech
Gaurav Verma
Rynaa Grover
Jiawei Zhou
Binny Mathew
Jordan Kraemer
Munmun De Choudhury
Srijan Kumar
40
2
0
21 Jul 2024
How Are LLMs Mitigating Stereotyping Harms? Learning from Search Engine
  Studies
How Are LLMs Mitigating Stereotyping Harms? Learning from Search Engine Studies
Alina Leidinger
Richard Rogers
32
5
0
16 Jul 2024
GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation
  Framework
GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework
Hannah Sansford
Nicholas Richardson
Hermina Petric Maretic
Juba Nait Saada
26
12
0
15 Jul 2024
H2O-Danube3 Technical Report
H2O-Danube3 Technical Report
Pascal Pfeiffer
Philipp Singer
Yauhen Babakhin
Gabor Fodor
Nischay Dhankhar
Sri Satish Ambati
19
3
0
12 Jul 2024
A Look Into News Avoidance Through AWRS: An Avoidance-Aware Recommender System
A Look Into News Avoidance Through AWRS: An Avoidance-Aware Recommender System
Igor L.R. Azevedo
Toyotaro Suzumura
Yuichiro Yasui
25
0
0
12 Jul 2024
Characterizing Prompt Compression Methods for Long Context Inference
Characterizing Prompt Compression Methods for Long Context Inference
Siddharth Jha
Lutfi Eren Erdogan
Sehoon Kim
Kurt Keutzer
A. Gholami
16
5
0
11 Jul 2024
Uncertainty Estimation of Large Language Models in Medical Question
  Answering
Uncertainty Estimation of Large Language Models in Medical Question Answering
Jiaxin Wu
Yizhou Yu
Hong-Yu Zhou
HILM
ELM
30
2
0
11 Jul 2024
Turn-Level Empathy Prediction Using Psychological Indicators
Turn-Level Empathy Prediction Using Psychological Indicators
Shaz Furniturewala
Kokil Jaidka
19
0
0
11 Jul 2024
STAGE: Simplified Text-Attributed Graph Embeddings Using Pre-trained
  LLMs
STAGE: Simplified Text-Attributed Graph Embeddings Using Pre-trained LLMs
Aaron Zolnai-Lucas
Jack Boylan
Chris Hokamp
Parsa Ghaffari
29
1
0
10 Jul 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
Yuhan Li
Peisong Wang
Xiao Zhu
Aochuan Chen
Haiyun Jiang
Deng Cai
Victor Wai Kin Chan
Jia Li
43
12
0
10 Jul 2024
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain
  Adaptation
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
Meihan Liu
Zhen Zhang
Jiachen Tang
Jiajun Bu
Bingsheng He
Sheng Zhou
19
3
0
09 Jul 2024
PAS: Data-Efficient Plug-and-Play Prompt Augmentation System
PAS: Data-Efficient Plug-and-Play Prompt Augmentation System
Miao Zheng
H. Liang
Fan Yang
Haoze Sun
Tianpeng Li
...
Kun Fang
Weipeng Chen
Bin Cui
Wentao Zhang
Zenan Zhou
RALM
37
3
0
08 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey
AI Safety in Generative AI Large Language Models: A Survey
Jaymari Chua
Yun Yvonna Li
Shiyi Yang
Chen Wang
Lina Yao
LM&MA
34
12
0
06 Jul 2024
Leveraging Graph Structures to Detect Hallucinations in Large Language
  Models
Leveraging Graph Structures to Detect Hallucinations in Large Language Models
Noa Nonkes
Sergei Agaronian
Evangelos Kanoulas
Roxana Petcu
24
1
0
05 Jul 2024
Hallucination Detection: Robustly Discerning Reliable Answers in Large
  Language Models
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models
Yuyan Chen
Qiang Fu
Yichen Yuan
Zhihao Wen
Ge Fan
Dayiheng Liu
Dongmei Zhang
Zhixu Li
Yanghua Xiao
HILM
42
68
0
04 Jul 2024
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method
  for Pre-trained Language Models
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models
Yuyan Chen
Qiang Fu
Ge Fan
Lun Du
Jian-Guang Lou
Shi Han
Dongmei Zhang
Zhixu Li
Yanghua Xiao
MoE
19
16
0
04 Jul 2024
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of
  LLM
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM
Peiran Yao
Kostyantyn Guzhva
Denilson Barbosa
45
3
0
04 Jul 2024
Generalizing Graph Transformers Across Diverse Graphs and Tasks via
  Pre-Training on Industrial-Scale Data
Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-Training on Industrial-Scale Data
Yufei He
Zhenyu Hou
Yukuo Cen
Feng He
Xu Cheng
Bryan Hooi
AI4CE
22
3
0
04 Jul 2024
ConText at WASSA 2024 Empathy and Personality Shared Task:
  History-Dependent Embedding Utterance Representations for Empathy and Emotion
  Prediction in Conversations
ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations
Patrícia Pereira
Helena Moniz
Joao Paulo Carvalho
31
0
0
04 Jul 2024
KeyVideoLLM: Towards Large-scale Video Keyframe Selection
KeyVideoLLM: Towards Large-scale Video Keyframe Selection
Hao Liang
Jiapeng Li
Tianyi Bai
Xijie Huang
Linzhuang Sun
Zhengren Wang
Conghui He
Bin Cui
Chong Chen
Wentao Zhang
VGen
29
7
0
03 Jul 2024
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning
Bac Nguyen
Stefan Uhlich
Fabien Cardinaux
Lukas Mauch
Marzieh Edraki
Aaron Courville
OODD
CLL
VLM
52
3
0
03 Jul 2024
Aspect-Based Sentiment Analysis Techniques: A Comparative Study
Aspect-Based Sentiment Analysis Techniques: A Comparative Study
Dineth Jayakody
Koshila Isuranda
A. V. A. Malkith
Nisansa de Silva
Sachintha Rajith Ponnamperuma
G. Sandamali
K. L. Sudheera
24
0
0
03 Jul 2024
ValueScope: Unveiling Implicit Norms and Values via Return Potential
  Model of Social Interactions
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions
Chan Young Park
Shuyue Stella Li
Hayoung Jung
Svitlana Volkova
Tanushree Mitra
David Jurgens
Yulia Tsvetkov
47
5
0
02 Jul 2024
Are Data Augmentation Methods in Named Entity Recognition Applicable for
  Uncertainty Estimation?
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?
Wataru Hashimoto
Hidetaka Kamigaito
Taro Watanabe
19
1
0
02 Jul 2024
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy
  Data
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data
Linzhuang Sun
Hao Liang
Jingxuan Wei
Linkun Sun
Bihui Yu
Bin Cui
Wentao Zhang
27
1
0
02 Jul 2024
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks
Wataru Hashimoto
Hidetaka Kamigaito
Taro Watanabe
52
0
0
02 Jul 2024
Increasing Model Capacity for Free: A Simple Strategy for Parameter
  Efficient Fine-tuning
Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning
Haobo Song
Hao Zhao
Soumajit Majumder
Tao Lin
23
3
0
01 Jul 2024
Revisiting Random Walks for Learning on Graphs
Revisiting Random Walks for Learning on Graphs
Jinwoo Kim
Olga Zaghen
Ayhan Suleymanzade
Youngmin Ryou
Seunghoon Hong
54
0
0
01 Jul 2024
Cross-Lingual Transfer Learning for Speech Translation
Cross-Lingual Transfer Learning for Speech Translation
Rao Ma
Yassir Fathullah
Mengjie Qian
Siyuan Tang
Mark J. F. Gales
Kate Knill
20
1
0
01 Jul 2024
MasonTigers at SemEval-2024 Task 10: Emotion Discovery and Flip
  Reasoning in Conversation with Ensemble of Transformers and Prompting
MasonTigers at SemEval-2024 Task 10: Emotion Discovery and Flip Reasoning in Conversation with Ensemble of Transformers and Prompting
Al Nahian Bin Emran
Amrita Ganguly
Sadiya Sayara Chowdhury Puspo
Nishat Raihan
Dhiman Goswami
LRM
21
0
0
30 Jun 2024
The Odyssey of Commonsense Causality: From Foundational Benchmarks to
  Cutting-Edge Reasoning
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning
Shaobo Cui
Zhijing Jin
Bernhard Schölkopf
Boi Faltings
CML
LRM
37
4
0
27 Jun 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to
  Low-Resource Languages using Large Language Models
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models
Vipul Rathore
Aniruddha Deb
Ankish Chandresh
Parag Singla
Mausam
LRM
44
0
0
27 Jun 2024
Decoding with Limited Teacher Supervision Requires Understanding When to
  Trust the Teacher
Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher
Hyunjong Ok
Jegwang Ryu
Jaeho Lee
37
0
0
26 Jun 2024
Advancing Question Answering on Handwritten Documents: A
  State-of-the-Art Recognition-Based Model for HW-SQuAD
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD
Aniket Pal
Ajoy Mondal
C. V. Jawahar
RALM
21
0
0
25 Jun 2024
RaTEScore: A Metric for Radiology Report Generation
RaTEScore: A Metric for Radiology Report Generation
W. Zhao
Chaoyi Wu
X. Zhang
Ya Zhang
Yanfeng Wang
Weidi Xie
21
8
0
24 Jun 2024
The Privileged Students: On the Value of Initialization in Multilingual
  Knowledge Distillation
The Privileged Students: On the Value of Initialization in Multilingual Knowledge Distillation
Haryo Akbarianto Wibowo
Thamar Solorio
Alham Fikri Aji
29
2
0
24 Jun 2024
Evaluation of Instruction-Following Ability for Large Language Models on
  Story-Ending Generation
Evaluation of Instruction-Following Ability for Large Language Models on Story-Ending Generation
Rem Hida
Junki Ohmura
Toshiyuki Sekiya
ELM
32
0
0
24 Jun 2024
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in
  LLMs
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
Jannik Kossen
Jiatong Han
Muhammed Razzak
Lisa Schut
Shreshth A. Malik
Yarin Gal
HILM
46
33
0
22 Jun 2024
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
Roman Vashurin
Ekaterina Fadeeva
Artem Vazhentsev
Akim Tsvigun
Daniil Vasilev
...
Timothy Baldwin
Timothy Baldwin
Maxim Panov
Artem Shelmanov
Artem Shelmanov
HILM
64
8
0
21 Jun 2024
Towards Fine-Grained Citation Evaluation in Generated Text: A
  Comparative Analysis of Faithfulness Metrics
Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics
Weijia Zhang
Mohammad Aliannejadi
Yifei Yuan
Jiahuan Pei
Jia-Hong Huang
Evangelos Kanoulas
HILM
29
12
0
21 Jun 2024
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
Han Jiang
Xiaoyuan Yi
Zhihua Wei
Shu Wang
Xing Xie
Xing Xie
ALM
ELM
50
5
0
20 Jun 2024
Text Serialization and Their Relationship with the Conventional
  Paradigms of Tabular Machine Learning
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning
Kyoka Ono
Simon A. Lee
LMTD
22
7
0
19 Jun 2024
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks
Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks
Dan S. Nielsen
Kenneth Enevoldsen
Peter Schneider-Kamp
ELM
35
2
0
19 Jun 2024
Bayesian-LoRA: LoRA based Parameter Efficient Fine-Tuning using Optimal
  Quantization levels and Rank Values trough Differentiable Bayesian Gates
Bayesian-LoRA: LoRA based Parameter Efficient Fine-Tuning using Optimal Quantization levels and Rank Values trough Differentiable Bayesian Gates
Cristian Meo
Ksenia Sycheva
Anirudh Goyal
Justin Dauwels
MQ
22
4
0
18 Jun 2024
Prompts as Auto-Optimized Training Hyperparameters: Training
  Best-in-Class IR Models from Scratch with 10 Gold Labels
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels
Jasper Xian
Saron Samuel
Faraz Khoubsirat
Ronak Pradeep
Md Arafat Sultan
Radu Florian
Salim Roukos
Avirup Sil
Christopher Potts
Omar Khattab
VLM
26
2
0
17 Jun 2024
An Empirical Investigation of Matrix Factorization Methods for
  Pre-trained Transformers
An Empirical Investigation of Matrix Factorization Methods for Pre-trained Transformers
Ashim Gupta
Sina Mahdipour Saravani
P. Sadayappan
Vivek Srikumar
24
2
0
17 Jun 2024
Can Machines Resonate with Humans? Evaluating the Emotional and Empathic
  Comprehension of LMs
Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs
Muhammad Arslan Manzoor
Yuxia Wang
Minghan Wang
Preslav Nakov
35
0
0
17 Jun 2024
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