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TweetEval: Unified Benchmark and Comparative Evaluation for Tweet
  Classification
v1v2 (latest)

TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification

Findings (Findings), 2020
23 October 2020
Francesco Barbieri
Jose Camacho-Collados
Leonardo Neves
Luis Espinosa-Anke
    VLM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification"

50 / 325 papers shown
TweetNLP: Cutting-Edge Natural Language Processing for Social Media
TweetNLP: Cutting-Edge Natural Language Processing for Social MediaConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jose Camacho-Collados
Kiamehr Rezaee
Talayeh Riahi
Asahi Ushio
Daniel Loureiro
...
Eugenio Martínez-Cámara
Gonzalo Medina
T. Buhrmann
Leonardo Neves
Francesco Barbieri
VLMAI4MH
213
190
0
29 Jun 2022
Which one is more toxic? Findings from Jigsaw Rate Severity of Toxic
  Comments
Which one is more toxic? Findings from Jigsaw Rate Severity of Toxic CommentsWorkshop on Trolling, Aggression and Cyberbullying (TRAC), 2022
M. Das
Punyajoy Saha
Mithun Das
148
8
0
27 Jun 2022
Understanding Aesthetics with Language: A Photo Critique Dataset for
  Aesthetic Assessment
Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic AssessmentNeural Information Processing Systems (NeurIPS), 2022
Daniel Vera Nieto
Simone Bianco
Clara Fernandez-Labrador
CoGe
217
19
0
17 Jun 2022
DialogueScript: Using Dialogue Agents to Produce a Script
DialogueScript: Using Dialogue Agents to Produce a Script
Patrícia Schmidtová
Dávid Javorský
Christián Miklávs
Tomáš Musil
Rudolf Rosa
Ondrej Dusek
133
2
0
16 Jun 2022
Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in
  Language Mixing
Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in Language MixingInternational Conference on Language Resources and Evaluation (LREC), 2022
Elena Álvarez Mellado
Constantine Lignos
147
6
0
10 Jun 2022
LEXpander: applying colexification networks to automated lexicon
  expansion
LEXpander: applying colexification networks to automated lexicon expansionBehavior Research Methods (BRM), 2022
A. Natale
David Garcia
82
8
0
31 May 2022
Attention Flows for General Transformers
Attention Flows for General Transformers
Niklas Metzger
Christopher Hahn
Julian Siber
Frederik Schmitt
Bernd Finkbeiner
181
0
0
30 May 2022
StereoKG: Data-Driven Knowledge Graph Construction for Cultural
  Knowledge and Stereotypes
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes
Awantee V. Deshpande
Dana Ruiter
Marius Mosbach
Dietrich Klakow
94
19
0
27 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level
  Mixture-of-Experts
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-ExpertsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qinyuan Ye
Juan Zha
Xiang Ren
MoE
299
16
0
25 May 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label
  Demonstrations
Ground-Truth Labels Matter: A Deeper Look into Input-Label DemonstrationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kang Min Yoo
Junyeob Kim
Sungmin Cho
Hyunsoo Cho
Hwiyeol Jo
Sang-Woo Lee
Sang-goo Lee
Taeuk Kim
317
143
0
25 May 2022
Multimodal Knowledge Alignment with Reinforcement Learning
Multimodal Knowledge Alignment with Reinforcement Learning
Youngjae Yu
Jiwan Chung
Heeseung Yun
Jack Hessel
Jinho Park
...
Prithviraj Ammanabrolu
Rowan Zellers
Ronan Le Bras
Gunhee Kim
Yejin Choi
VLM
291
38
0
25 May 2022
ER-Test: Evaluating Explanation Regularization Methods for Language
  Models
ER-Test: Evaluating Explanation Regularization Methods for Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Brihi Joshi
Aaron Chan
Ziyi Liu
Shaoliang Nie
Maziar Sanjabi
Hamed Firooz
Xiang Ren
AAML
375
7
0
25 May 2022
ViralBERT: A User Focused BERT-Based Approach to Virality Prediction
ViralBERT: A User Focused BERT-Based Approach to Virality PredictionUser Modeling, Adaptation, and Personalization (UMAP), 2022
R. Rameez
Hossein A. Rahmani
Emine Yilmaz
101
8
0
17 May 2022
Classifiers are Better Experts for Controllable Text Generation
Classifiers are Better Experts for Controllable Text Generation
Askhat Sitdikov
Nikita Balagansky
Daniil Gavrilov
Alexander Markov
165
10
0
15 May 2022
Identifying Moments of Change from Longitudinal User Text
Identifying Moments of Change from Longitudinal User TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Adam Tsakalidis
F. Nanni
Anthony Hills
Jenny Chim
Jiayu Song
Maria Liakata
127
38
0
11 May 2022
EigenNoise: A Contrastive Prior to Warm-Start Representations
EigenNoise: A Contrastive Prior to Warm-Start Representations
H. Heidenreich
Jake Williams
127
1
0
09 May 2022
Towards a Progression-Aware Autonomous Dialogue Agent
Towards a Progression-Aware Autonomous Dialogue AgentNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Abraham Sanders
T. Strzalkowski
Mei Si
Albert Ling Sheng Chang
D. Dey
J. Braasch
Usa
LLMAG
187
9
0
07 May 2022
CATs are Fuzzy PETs: A Corpus and Analysis of Potentially Euphemistic
  Terms
CATs are Fuzzy PETs: A Corpus and Analysis of Potentially Euphemistic TermsInternational Conference on Language Resources and Evaluation (LREC), 2022
M. Gavidia
Patrick Lee
Anna Feldman
Jing Peng
115
28
0
05 May 2022
A Review on Pushing the Limits of Baseline Recommendation Systems with
  the integration of Opinion Mining & Information Retrieval Techniques
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques
D. Piyadigama
Guhanathan Poravi
VLM
97
0
0
03 May 2022
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem
Rethinking Offensive Text Detection as a Multi-Hop Reasoning ProblemFindings (Findings), 2022
Qiang Zhang
Jason Naradowsky
Yusuke Miyao
LRM
119
5
0
22 Apr 2022
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for
  Sentiment Classification
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification
Jared Mowery
SSL
224
0
0
22 Apr 2022
Social Media Sentiment Analysis for Cryptocurrency Market Prediction
Social Media Sentiment Analysis for Cryptocurrency Market Prediction
Ali Raheman
Anton Kolonin
Igors Fridkins
Ikram Ansari
Mukul Vishwas
135
16
0
19 Apr 2022
Decay No More: A Persistent Twitter Dataset for Learning Social Meaning
Decay No More: A Persistent Twitter Dataset for Learning Social Meaning
Chiyu Zhang
Muhammad Abdul-Mageed
El Moatez Billah Nagoudi
169
3
0
10 Apr 2022
Should we tweet this? Generative response modeling for predicting
  reception of public health messaging on Twitter
Should we tweet this? Generative response modeling for predicting reception of public health messaging on TwitterWeb Science Conference (WebSci), 2022
Abraham Sanders
Debjani Ray-Majumder
John S. Erickson
Kristin P. Bennett
223
3
0
09 Apr 2022
Fusing finetuned models for better pretraining
Fusing finetuned models for better pretraining
Leshem Choshen
Elad Venezian
Noam Slonim
Yoav Katz
FedMLAI4CEMoMe
334
110
0
06 Apr 2022
Multilingual Detection of Personal Employment Status on Twitter
Multilingual Detection of Personal Employment Status on TwitterAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Manuel Tonneau
D. Adjodah
João Palotti
Nir Grinberg
Samuel Fraiberger
175
15
0
17 Mar 2022
Contrastive Learning of Sociopragmatic Meaning in Social Media
Contrastive Learning of Sociopragmatic Meaning in Social MediaAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Chiyu Zhang
Muhammad Abdul-Mageed
Ganesh Jawahar
348
2
0
15 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for
  Pre-trained Language Models
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models
Ning Ding
Yujia Qin
Guang Yang
Fu Wei
Zonghan Yang
...
Jianfei Chen
Yang Liu
Jie Tang
Juan Li
Maosong Sun
356
225
0
14 Mar 2022
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP ModelsInternational Conference on Intelligent User Interfaces (IUI), 2022
Jun Yuan
Jesse Vig
Nazneen Rajani
182
18
0
08 Mar 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning
  Work?
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sewon Min
Xinxi Lyu
Ari Holtzman
Mikel Artetxe
M. Lewis
Hannaneh Hajishirzi
Luke Zettlemoyer
LLMAGLRM
508
1,814
0
25 Feb 2022
A New Generation of Perspective API: Efficient Multilingual
  Character-level Transformers
A New Generation of Perspective API: Efficient Multilingual Character-level TransformersKnowledge Discovery and Data Mining (KDD), 2022
Alyssa Lees
Vinh Q. Tran
Yi Tay
Jeffrey Scott Sorensen
Jai Gupta
Donald Metzler
Lucy Vasserman
226
255
0
22 Feb 2022
TimeLMs: Diachronic Language Models from Twitter
TimeLMs: Diachronic Language Models from TwitterAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Daniel Loureiro
Francesco Barbieri
Leonardo Neves
Luis Espinosa Anke
Jose Camacho-Collados
221
317
0
08 Feb 2022
On The Empirical Effectiveness of Unrealistic Adversarial Hardening
  Against Realistic Adversarial Attacks
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial AttacksIEEE Symposium on Security and Privacy (IEEE S&P), 2022
Salijona Dyrmishi
Salah Ghamizi
Thibault Simonetto
Yves Le Traon
Maxime Cordy
AAML
189
23
0
07 Feb 2022
Some Reflections on Drawing Causal Inference using Textual Data:
  Parallels Between Human Subjects and Organized Texts
Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized TextsCLEaR (CLEaR), 2022
Boshen Zhang
Jiayao Zhang
121
5
0
02 Feb 2022
Negativity Spreads Faster: A Large-Scale Multilingual Twitter Analysis
  on the Role of Sentiment in Political Communication
Negativity Spreads Faster: A Large-Scale Multilingual Twitter Analysis on the Role of Sentiment in Political Communication
Dimosthenis Antypas
Alun D. Preece
Jose Camacho-Collados
259
45
0
01 Feb 2022
Describing Differences between Text Distributions with Natural Language
Describing Differences between Text Distributions with Natural LanguageInternational Conference on Machine Learning (ICML), 2022
Ruiqi Zhong
Charles Burton Snell
Dan Klein
Jacob Steinhardt
VLM
300
55
0
28 Jan 2022
Sentiment-Aware Automatic Speech Recognition pre-training for enhanced
  Speech Emotion Recognition
Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Ayoub Ghriss
Bo Yang
Viktor Rozgic
Elizabeth Shriberg
Chao Wang
210
22
0
27 Jan 2022
Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab
Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab
Abraham Israeli
Oren Tsur
155
1
0
27 Jan 2022
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data
Twitter-Demographer: A Flow-based Tool to Enrich Twitter DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Federico Bianchi
Vincenzo Cutrona
Dirk Hovy
113
5
0
26 Jan 2022
On Sensitivity of Deep Learning Based Text Classification Algorithms to
  Practical Input Perturbations
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations
Aamir Miyajiwala
Arnav Ladkat
Samiksha Jagadale
Raviraj Joshi
AAML
276
7
0
02 Jan 2022
Does QA-based intermediate training help fine-tuning language models for
  text classification?
Does QA-based intermediate training help fine-tuning language models for text classification?Australasian Language Technology Association Workshop (ALTA), 2021
Shiwei Zhang
Xiuzhen Zhang
137
2
0
30 Dec 2021
Analysis and Prediction of NLP Models Via Task Embeddings
Analysis and Prediction of NLP Models Via Task Embeddings
Damien Sileo
Marie-Francine Moens
112
6
0
10 Dec 2021
Detecting potentially harmful and protective suicide-related content on
  twitter: A machine learning approach
Detecting potentially harmful and protective suicide-related content on twitter: A machine learning approach
Hannah Metzler
Hubert Baginski
Thomas Niederkrotenthaler
David Garcia
AI4MH
181
16
0
09 Dec 2021
A Mathematical Framework for Evaluation of SOAR Tools with Limited
  Survey Data
A Mathematical Framework for Evaluation of SOAR Tools with Limited Survey Data
Savannah Norem
Ashley E. Rice
Samantha Erwin
Robert A. Bridges
Sean Oesch
Brian Weber
185
2
0
30 Nov 2021
Sentiment Analysis and Effect of COVID-19 Pandemic using College
  SubReddit Data
Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data
Tian Yan
Fan Liu
206
0
0
30 Nov 2021
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
V. Aribandi
Yi Tay
Tal Schuster
J. Rao
H. Zheng
...
Jianmo Ni
Jai Gupta
Kai Hui
Sebastian Ruder
Donald Metzler
MoE
303
230
0
22 Nov 2021
Contrastive Clustering: Toward Unsupervised Bias Reduction for Emotion
  and Sentiment Classification
Contrastive Clustering: Toward Unsupervised Bias Reduction for Emotion and Sentiment Classification
Jared Mowery
65
2
0
14 Nov 2021
Improving usual Naive Bayes classifier performances with Neural Naive
  Bayes based models
Improving usual Naive Bayes classifier performances with Neural Naive Bayes based modelsInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2021
E. Azeraf
E. Monfrini
W. Pieczynski
BDL
103
13
0
14 Nov 2021
On Transferability of Prompt Tuning for Natural Language Processing
On Transferability of Prompt Tuning for Natural Language ProcessingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Yusheng Su
Xiaozhi Wang
Yujia Qin
Chi-Min Chan
Yankai Lin
...
Peng Li
Juanzi Li
Lei Hou
Maosong Sun
Jie Zhou
AAMLVLM
245
114
0
12 Nov 2021
Extraction of Medication Names from Twitter Using Augmentation and an
  Ensemble of Language Models
Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models
I. Kulev
Berkay Köprü
Raul Rodriguez-Esteban
Diego Saldana Miranda
Yi Huang
Alessandro La Torraca
Elif Özkirimli
MedIm
118
4
0
12 Nov 2021
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