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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
Mixtures of In-Context Learners
Mixtures of In-Context Learners
Giwon Hong
Emile van Krieken
Edoardo Ponti
Nikolay Malkin
Pasquale Minervini
184
5
0
05 Nov 2024
TDDBench: A Benchmark for Training data detection
TDDBench: A Benchmark for Training data detectionInternational Conference on Learning Representations (ICLR), 2024
Zhihao Zhu
Yi Yang
Defu Lian
300
1
0
05 Nov 2024
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Shuyang Yu
Runxue Bao
Parminder Bhatia
Taha A. Kass-Hout
Jiayu Zhou
Cao Xiao
396
1
0
31 Oct 2024
Task Calibration: Calibrating Large Language Models on Inference Tasks
Task Calibration: Calibrating Large Language Models on Inference Tasks
Yingjie Li
Yun Luo
Xiaotian Xie
Yue Zhang
LRM
241
0
0
24 Oct 2024
You Shall Know a Tool by the Traces it Leaves: The Predictability of
  Sentiment Analysis Tools
You Shall Know a Tool by the Traces it Leaves: The Predictability of Sentiment Analysis Tools
Daniel Baumartz
Mevlut Bagci
Alexander Henlein
Maxim Konca
Andy Lucking
Alexander Mehler
289
0
0
18 Oct 2024
Mitigating Biases to Embrace Diversity: A Comprehensive Annotation
  Benchmark for Toxic Language
Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language
Xinmeng Hou
261
1
0
17 Oct 2024
Bias Similarity Measurement: A Black-Box Audit of Fairness Across LLMs
Bias Similarity Measurement: A Black-Box Audit of Fairness Across LLMs
Hyejun Jeong
Shiqing Ma
Amir Houmansadr
429
0
0
15 Oct 2024
Enhancing Data Quality through Simple De-duplication: Navigating
  Responsible Computational Social Science Research
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science ResearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yida Mu
Mali Jin
Xingyi Song
Nikolaos Aletras
212
2
0
04 Oct 2024
Financial Sentiment Analysis on News and Reports Using Large Language
  Models and FinBERT
Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT
Yanxin Shen
Pulin Kirin Zhang
AIFin
193
22
0
02 Oct 2024
Depression detection in social media posts using transformer-based
  models and auxiliary features
Depression detection in social media posts using transformer-based models and auxiliary featuresSocial Network Analysis and Mining (SNAM), 2024
Marios Kerasiotis
Loukas Ilias
D. Askounis
173
17
0
30 Sep 2024
Faithfulness and the Notion of Adversarial Sensitivity in NLP
  Explanations
Faithfulness and the Notion of Adversarial Sensitivity in NLP ExplanationsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024
Supriya Manna
Niladri Sett
AAML
338
3
0
26 Sep 2024
Exploring the topics, sentiments and hate speech in the Spanish
  information environment
Exploring the topics, sentiments and hate speech in the Spanish information environment
ALEJANDRO BUITRAGO LOPEZ
Javier Pastor-Galindo
José A. Ruipérez-Valiente
107
0
0
19 Sep 2024
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large
  Language Models Iteratively without Gold Labels
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold LabelsInternational Conference on Computational Linguistics (COLING), 2024
Chaoqun Liu
Qin Chao
Wenxuan Zhang
Xiaobao Wu
Boyang Albert Li
Anh Tuan Luu
Lidong Bing
190
3
0
19 Sep 2024
Identity-related Speech Suppression in Generative AI Content Moderation
Identity-related Speech Suppression in Generative AI Content Moderation
Oghenefejiro Isaacs Anigboro
Oghenefejiro Isaacs Anigboro
Charlie M. Crawford
Danaé Metaxa
Sorelle A. Friedler
426
1
0
09 Sep 2024
Pre-Trained Language Models for Keyphrase Prediction: A Review
Pre-Trained Language Models for Keyphrase Prediction: A ReviewICT express (IE), 2024
Muhammad Umair
Tangina Sultana
Young-Koo Lee
297
8
0
02 Sep 2024
The Dark Side of Human Feedback: Poisoning Large Language Models via
  User Inputs
The Dark Side of Human Feedback: Poisoning Large Language Models via User Inputs
Bocheng Chen
Hanqing Guo
Guangjing Wang
Yuanda Wang
Qiben Yan
AAML
272
8
0
01 Sep 2024
Building Better Datasets: Seven Recommendations for Responsible Design
  from Dataset Creators
Building Better Datasets: Seven Recommendations for Responsible Design from Dataset Creators
Will Orr
Kate Crawford
204
7
0
30 Aug 2024
WiDe-analysis: Enabling One-click Content Moderation Analysis on
  Wikipedia's Articles for Deletion
WiDe-analysis: Enabling One-click Content Moderation Analysis on Wikipedia's Articles for Deletion
Hsuvas Borkakoty
Luis Espinosa-Anke
KELM
162
1
0
10 Aug 2024
Logistic Regression makes small LLMs strong and explainable
  "tens-of-shot" classifiers
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers
Marcus Buckmann
Edward Hill
226
4
0
06 Aug 2024
LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal
  Classification
LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal Classification
Zhen Qin
Junru Wu
Jiaming Shen
Tianqi Liu
Xuanhui Wang
331
4
0
06 Aug 2024
Fine-tuning multilingual language models in Twitter/X sentiment
  analysis: a study on Eastern-European V4 languages
Fine-tuning multilingual language models in Twitter/X sentiment analysis: a study on Eastern-European V4 languages
Tomás Filip
Martin Pavlícek
Petr Sosík
157
5
0
04 Aug 2024
Sólo Escúchame: Spanish Emotional Accompaniment Chatbot
Sólo Escúchame: Spanish Emotional Accompaniment ChatbotResearch on computing science (RCS), 2024
Bruno Gil Ramírez
Jessica Nayeli López Espejel
María del Carmen Santiago Díaz
Gustavo Trinidad Rubín Linares
AI4MH
129
0
0
03 Aug 2024
Downstream bias mitigation is all you need
Downstream bias mitigation is all you need
Arkadeep Baksi
Rahul Singh
Tarun Joshi
AI4CE
160
0
0
01 Aug 2024
Understanding the Interplay of Scale, Data, and Bias in Language Models:
  A Case Study with BERT
Understanding the Interplay of Scale, Data, and Bias in Language Models: A Case Study with BERT
Muhammad Ali
Swetasudha Panda
Qinlan Shen
Michael Wick
Ari Kobren
MILM
209
5
0
25 Jul 2024
AudienceView: AI-Assisted Interpretation of Audience Feedback in
  Journalism
AudienceView: AI-Assisted Interpretation of Audience Feedback in Journalism
William Brannon
Doug Beeferman
Hang Jiang
Andrew Heyward
Deb Roy
82
2
0
17 Jul 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models
Louis Abraham
Charles Arnal
Antoine Marie
340
2
0
15 Jul 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf
  Affect-related Tweet Classifiers
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers
Valentin Barriere
Sebastian Cifuentes
235
4
0
01 Jul 2024
Let Guidelines Guide You: A Prescriptive Guideline-Centered Data
  Annotation Methodology
Let Guidelines Guide You: A Prescriptive Guideline-Centered Data Annotation Methodology
Federico Ruggeri
Eleonora Misino
Arianna Muti
Katerina Korre
Paolo Torroni
Alberto Barrón-Cedeño
326
3
0
20 Jun 2024
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social
  Media Data and Masked Language Models
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yi Zhou
Danushka Bollegala
Jose Camacho-Collados
227
2
0
19 Jun 2024
FamiCom: Further Demystifying Prompts for Language Models with
  Task-Agnostic Performance Estimation
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation
Bangzheng Li
Ben Zhou
Xingyu Fu
Fei Wang
Dan Roth
Muhao Chen
239
8
0
17 Jun 2024
Text Grafting: Near-Distribution Weak Supervision for Minority Classes
  in Text Classification
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification
Letian Peng
Yi Gu
Chengyu Dong
Zihan Wang
Jingbo Shang
188
2
0
17 Jun 2024
Representation Learning with Conditional Information Flow Maximization
Representation Learning with Conditional Information Flow MaximizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Dou Hu
Lingwei Wei
Wei Zhou
Songlin Hu
SSL
288
1
0
08 Jun 2024
Improving In-Context Learning with Prediction Feedback for Sentiment
  Analysis
Improving In-Context Learning with Prediction Feedback for Sentiment Analysis
Hongling Xu
Qianlong Wang
Yice Zhang
Min Yang
Xi Zeng
Bing Qin
Ruifeng Xu
170
7
0
05 Jun 2024
SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling
  for LLM
SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM
Quandong Wang
Yuxuan Yuan
Xiaoyu Yang
Ruike Zhang
Kang Zhao
Wei Liu
Jian Luan
Daniel Povey
Sijin Yu
378
0
0
03 Jun 2024
Context is Important in Depressive Language: A Study of the Interaction
  Between the Sentiments and Linguistic Markers in Reddit Discussions
Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions
Neha Sharma
Kairit Sirts
126
4
0
28 May 2024
A Survey of Multimodal Large Language Model from A Data-centric
  Perspective
A Survey of Multimodal Large Language Model from A Data-centric Perspective
Tianyi Bai
Hao Liang
Binwang Wan
Yanran Xu
Xi Li
...
Ping Huang
Jiulong Shan
Conghui He
Binhang Yuan
Wentao Zhang
373
64
0
26 May 2024
Linearly Controlled Language Generation with Performative Guarantees
Linearly Controlled Language Generation with Performative Guarantees
Emily Cheng
Marco Baroni
363
9
0
24 May 2024
Effective In-Context Example Selection through Data Compression
Effective In-Context Example Selection through Data CompressionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Zhongxiang Sun
Kepu Zhang
Haoyu Wang
Xiao Zhang
Jun Xu
303
4
0
19 May 2024
The Unappreciated Role of Intent in Algorithmic Moderation of Social
  Media Content
The Unappreciated Role of Intent in Algorithmic Moderation of Social Media Content
Xinyu Wang
S. Koneru
Pranav Narayanan Venkit
Brett Frischmann
Sarah Rajtmajer
308
3
0
17 May 2024
A Systematic Analysis on the Temporal Generalization of Language Models
  in Social Media
A Systematic Analysis on the Temporal Generalization of Language Models in Social MediaWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2024
Asahi Ushio
Jose Camacho-Collados
153
0
0
15 May 2024
LingML: Linguistic-Informed Machine Learning for Enhanced Fake News
  Detection
LingML: Linguistic-Informed Machine Learning for Enhanced Fake News Detection
Jasraj Singh
Fang Liu
Hong Xu
Bee Chin Ng
Wei Zhang
AI4CE
120
2
0
07 May 2024
Human-in-the-Loop Synthetic Text Data Inspection with Provenance
  Tracking
Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking
Hong Jin Kang
Fabrice Harel-Canada
Muhammad Ali Gulzar
Violet Peng
Yang Wang
220
6
0
29 Apr 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched
  Political Discussions on Nigerian Twitter
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter
Comfort Eseohen Ilevbare
Jesujoba Oluwadara Alabi
David Ifeoluwa Adelani
Firdous Damilola Bakare
O. B. Abiola
O. Adeyemo
152
11
0
28 Apr 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
Kang Liu
202
5
0
25 Apr 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for
  Out-of-Distribution Text Classification with Pre-trained Models
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models
Tao Feng
Zhuang Li
Zhuang Li
Haolan Zhan
Yuncheng Hua
Gholamreza Haffari
VLM
269
2
0
21 Apr 2024
Incubating Text Classifiers Following User Instruction with Nothing but
  LLM
Incubating Text Classifiers Following User Instruction with Nothing but LLM
Letian Peng
Jingbo Shang
309
6
0
16 Apr 2024
Decomposing Label Space, Format and Discrimination: Rethinking How LLMs
  Respond and Solve Tasks via In-Context Learning
Decomposing Label Space, Format and Discrimination: Rethinking How LLMs Respond and Solve Tasks via In-Context Learning
Quanyu Long
Yin Wu
Wenya Wang
Sinno Jialin Pan
269
8
0
11 Apr 2024
Model Selection with Model Zoo via Graph Learning
Model Selection with Model Zoo via Graph Learning
Ziyu Li
Hilco van der Wilk
Danning Zhan
Megha Khosla
A. Bozzon
Rihan Hai
226
6
0
05 Apr 2024
Knowledge Graph Representation for Political Information Sources
Knowledge Graph Representation for Political Information Sources
Tinatin Osmonova
Alexey Tikhonov
Ivan P. Yamshchikov
124
0
0
04 Apr 2024
M2SA: Multimodal and Multilingual Model for Sentiment Analysis of Tweets
M2SA: Multimodal and Multilingual Model for Sentiment Analysis of TweetsInternational Conference on Language Resources and Evaluation (LREC), 2024
Gaurish Thakkar
Sherzod Hakimov
Marko Tadić
221
6
0
02 Apr 2024
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