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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
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HuggingFace (1 upvotes)
Papers citing
"TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification"
50 / 325 papers shown
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
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Craig Greenberg
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357
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Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
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Peng Li
Yang Liu
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247
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0
24 Oct 2023
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research
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Asahi Ushio
Francesco Barbieri
Leonardo Neves
Kiamehr Rezaee
Luis Espinosa-Anke
Jiaxin Pei
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180
15
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23 Oct 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Chiyu Zhang
Khai Duy Doan
Qisheng Liao
Muhammad Abdul-Mageed
247
8
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23 Oct 2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models
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Pierre Colombo
Victor Pellegrain
Malik Boudiaf
Victor Storchan
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220
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Bridging Information-Theoretic and Geometric Compression in Language Models
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Corentin Kervadec
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379
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20 Oct 2023
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models
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Jose Camacho-Collados
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436
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19 Oct 2023
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis
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In-context Pretraining: Language Modeling Beyond Document Boundaries
International Conference on Learning Representations (ICLR), 2023
Weijia Shi
Sewon Min
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Margaret Li
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Noah A. Smith
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Split-and-Denoise: Protect large language model inference with local differential privacy
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Ran Yan
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250
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A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4
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300
344
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People's Perceptions Toward Bias and Related Concepts in Large Language Models: A Systematic Review
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Max Song
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Jina Huh-Yoo
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288
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25 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Rui Shao
Tianxing Wu
Yue Yu
Liqiang Nie
Ziwei Liu
264
57
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25 Sep 2023
Has Sentiment Returned to the Pre-pandemic Level? A Sentiment Analysis Using U.S. College Subreddit Data from 2019 to 2022
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Tian Yan
Fan Liu
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59
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Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
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316
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ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer
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Zachary Horvitz
Ajay Patel
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Kathleen McKeown
DiffM
250
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BAN-PL: a Novel Polish Dataset of Banned Harmful and Offensive Content from Wykop.pl web service
International Conference on Language Resources and Evaluation (LREC), 2023
Anna Kołos
Inez Okulska
Kinga Głąbińska
Agnieszka Karlinska
Emilia Wisnios
Paweł Ellerik
Andrzej Prałat
213
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HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Hanzhuo Tan
Chunpu Xu
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Zeyang Fang
Zeyu Chen
Baohua Lai
151
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Lajanugen Logeswaran
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167
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MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model
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171
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Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration
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Shuang Ao
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UQCV
196
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06 Aug 2023
Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter
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Kiamehr Rezaee
Talayeh Riahi
Francesco Barbieri
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A Change of Heart: Improving Speech Emotion Recognition through Speech-to-Text Modality Conversion
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Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation
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352
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Stability Guarantees for Feature Attributions with Multiplicative Smoothing
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338
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Exploring the Emotional and Mental Well-Being of Individuals with Long COVID Through Twitter Analysis
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Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers
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220
1
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The Inner Sentiments of a Thought
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175
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SMILE: Evaluation and Domain Adaptation for Social Media Language Understanding
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Simon Baumgartner
Michael Bendersky
161
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Public Attitudes Toward ChatGPT on Twitter: Sentiments, Topics, and Occupations
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Ratanond Koonchanok
Ya-Chen Pan
Hyeju Jang
AI4MH
139
26
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22 Jun 2023
AQuA: A Benchmarking Tool for Label Quality Assessment
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Mononito Goswami
Vedant Sanil
Arjun Choudhry
Arvind Srinivasan
Chalisa Udompanyawit
Artur Dubrawski
358
17
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15 Jun 2023
PEACE: Cross-Platform Hate Speech Detection- A Causality-guided Framework
Paras Sheth
Tharindu Kumarage
Raha Moraffah
Amanat Chadha
Huan Liu
239
13
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15 Jun 2023
CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions
International Workshop on Semantic Evaluation (SemEval), 2023
Janis Goldzycher
198
1
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Controlled Text Generation with Hidden Representation Transformations
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H. Koorehdavoudi
Masud Moshtaghi
Amita Misra
Ankit Chadha
Emilio Ferrara
228
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30 May 2023
Mitigating Label Biases for In-context Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Buse Giledereli
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Antoine Bosselut
361
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28 May 2023
Label Agnostic Pre-training for Zero-shot Text Classification
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Yuzhao Heng
Yiping Kang
Krisztian Flautner
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157
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Sentiment Analysis in the Era of Large Language Models: A Reality Check
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Yue Deng
Bing-Quan Liu
Sinno Jialin Pan
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225
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Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis
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Jonghyeon Kim
Joel Jang
Seonghyeon Ye
Hyunji Lee
Minjoon Seo
163
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Active Learning Principles for In-Context Learning with Large Language Models
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Katerina Margatina
Timo Schick
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438
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In-Context Probing: Toward Building Robust Classifiers via Probing Large Language Models
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141
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RWKV: Reinventing RNNs for the Transformer Era
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Bo Peng
Eric Alcaide
Quentin G. Anthony
Alon Albalak
Samuel Arcadinho
...
Qihang Zhao
P. Zhou
Qinghua Zhou
Jian Zhu
Rui-Jie Zhu
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Recyclable Tuning for Continual Pre-training
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Cheng Qian
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456
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GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark
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Ruixue Ding
Qiang-Wei Zhang
Zheng Li
Boli Chen
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Xin Li
Ning Guo
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Xiaofeng He
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161
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Dynamic Graph Representation Learning for Depression Screening with Transformer
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Haiquan Chen
Yu-Hsuan Kuo
Wei-Shinn Ku
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Towards Weakly-Supervised Hate Speech Classification Across Datasets
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Leo Wanner
Vishakha Kadam
A. Shvets
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Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction
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Kevin Rushton
Inna Wanyin Lin
Aman Rangapur
Khendra G. Lucas
Adam S. Miner
Theresa Nguyen
Tim Althoff
347
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The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-modal Distillation
European Conference on Artificial Intelligence (ECAI), 2023
Alessio Serra
F. Carrara
Maurizio Tesconi
Fabrizio Falchi
158
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28 Apr 2023
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