Sentiment Analysis in the Era of Large Language Models: A Reality Check

24 May 2023

Papers citing "Sentiment Analysis in the Era of Large Language Models: A Reality Check"

37 / 37 papers shown

Title
T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction Kun Peng Chaodong Tong Cong Cao Hao Peng Yue Liu Guanlin Wu Lei Jiang Yanbing Liu Philip S. Yu LMTD 48 0 0 08 May 2025
Emotions in the Loop: A Survey of Affective Computing for Emotional Support Karishma Hegde Hemadri Jayalath 27 0 0 02 May 2025
Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? Evangelia Gogoulou Shorouq Zahra Liane Guillou Luise Dürlich Joakim Nivre HILM LRM 160 0 0 29 Apr 2025
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks Mohammad Saleha Azadeh Tabatabaeib 52 0 0 14 Apr 2025
Emotion Alignment: Discovering the Gap Between Social Media and Real-World Sentiments in Persian Tweets and Images Sina Elahimanesh Mohammadali Mohammadkhani Shohreh Kasaei 24 0 0 14 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 44 0 0 27 Mar 2025
CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators Amit Kumar Taoran Ji 70 0 0 26 Feb 2025
Entity Framing and Role Portrayal in the News Tarek Mahmoud Zhuohan Xie Dimitar Dimitrov Nikolaos Nikolaidis Purificação Silvano ... Elisa Sartori Nicolas Stefanovitch Giovanni Da San Martino Jakub Piskorski Preslav Nakov 45 0 0 21 Feb 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction Nils Constantin Hellwig Jakob Fehle Udo Kruschwitz Christian Wolff AI4MH 46 0 0 18 Feb 2025
Zero-shot Model-based Reinforcement Learning using Large Language Models Abdelhakim Benechehab Youssef Attia El Hili Ambroise Odonnat Oussama Zekri Albert Thomas Giuseppe Paolo Maurizio Filippone I. Redko Balázs Kégl OffRL 69 1 0 17 Feb 2025
STAR: Stepwise Task Augmentation and Relation Learning for Aspect Sentiment Quad Prediction Wenna Lai H. Xie Guandong Xu Qing Li 43 0 0 28 Jan 2025
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Soumya Dutta Sriram Ganapathy 39 2 0 20 Jan 2025
MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection Bokai Lin Zihao Zeng Zipeng Xiao Siqi Kou Tianqi Hou Xiaofeng Gao Hao Zhang Zhijie Deng 16 2 0 16 Oct 2024
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 44 0 0 12 Oct 2024
LLM-Cure: LLM-based Competitor User Review Analysis for Feature Enhancement Maram Assi Safwat Hassan Ying Zou ELM 34 0 0 24 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 63 23 0 10 Sep 2024
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 38 2 0 16 Aug 2024
Mixture of Modular Experts: Distilling Knowledge from a Multilingual Teacher into Specialized Modular Language Models Mohammed Al-Maamari Mehdi Ben Amor Michael Granitzer KELM MoE 33 0 0 28 Jul 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 38 39 0 06 Jun 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 52 47 0 21 May 2024
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 53 6 0 12 Apr 2024
Can Small Language Models be Good Reasoners for Sequential Recommendation? Yuling Wang Changxin Tian Binbin Hu Yanhua Yu Ziqi Liu Qing Cui Jun Zhou Liang Pang Xiao Wang LRM 48 24 0 07 Mar 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 156 0 06 Feb 2024
Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance Tinghui Ouyang AprilPyone Maungmaung Koichi Konishi Yoshiki Seo Isao Echizen AI4MH 23 5 0 15 Jan 2024
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation Yao Lu Jiayi Wang Raphael Tang Sebastian Riedel Pontus Stenetorp 32 2 0 16 Nov 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 32 16 0 03 Nov 2023
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning Sapan Shah Sreedhar Reddy Pushpak Bhattacharyya 13 0 0 29 Oct 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages Chiyu Zhang Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 36 6 0 23 Oct 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 23 21 0 09 Jul 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 134 622 0 26 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 159 579 0 06 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 298 2,232 0 22 Mar 2023
A Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X Perspectives Qingcheng Zeng Anran Li 16 4 0 10 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 319 11,953 0 04 Mar 2022
Aspect Sentiment Quad Prediction as Paraphrase Generation Wenxuan Zhang Yang Deng Xin Li Yifei Yuan Lidong Bing W. Lam 218 183 0 02 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,124 0 18 Apr 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018