Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research

1 May 2020

Papers citing "Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research"

50 / 60 papers shown

Title
TACFN: Transformer-based Adaptive Cross-modal Fusion Network for Multimodal Emotion Recognition Feng Liu Ziwang Fu Y. Wang Qijian Zheng 12 0 0 10 May 2025
Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT Yanxin Shen Pulin Kirin Zhang AIFin 14 0 0 02 Oct 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing Ronghao Lin Ying Zeng Sijie Mai Haifeng Hu VGen 20 0 0 14 Aug 2024
Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor Veedant Jain Felipe dos Santos Alves Feitosa Gabriel Kreiman VLM 25 0 0 19 Jun 2024
RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis Md. Mostafizer Rahman Ariful Islam Shiplu Yutaka Watanobe Md. Ashad Alam 14 10 0 01 Jun 2024
Algorithmic Fairness: A Tolerance Perspective Renqiang Luo Tao Tang Feng Xia Jiaying Liu Chengpei Xu Leo Yu Zhang Wei Xiang Chengqi Zhang FaML 53 0 0 26 Apr 2024
Mapping Violence: Developing an Extensive Framework to Build a Bangla Sectarian Expression Dataset from Social Media Interactions Nazia Tasnim Sujan Sen Gupta Md. Istiak Hossain Shihab Fatiha Islam Juee Arunima Tahsin ... Wasema Farzana Prionti Nasir Ashique Khudabukhsh Farig Sadeque Asif Sushmit 16 0 0 17 Apr 2024
On the Causal Nature of Sentiment Analysis Zhiheng Lyu Zhijing Jin Fernando Gonzalez Rada Mihalcea Bernhard Schoelkopf Mrinmaya Sachan CML 33 1 0 17 Apr 2024
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies Alapan Kuila Sudeshna Sarkar 20 1 0 05 Apr 2024
Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives Gustave Cortal 14 2 0 21 Mar 2024
Extracting Emotion Phrases from Tweets using BART Mahdi Rezapour 15 1 0 21 Mar 2024
Triple Disentangled Representation Learning for Multimodal Affective Analysis Ying Zhou Xuefeng Liang Han Chen Yin Zhao Xin Chen Lida Yu 30 0 0 29 Jan 2024
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization Cam-Van Thi Nguyen Ngoc-Hoa Thi Nguyen Duc-Trong Le Quang-Thuy Ha SSL 14 0 0 07 Nov 2023
Sentiment Analysis in Digital Spaces: An Overview of Reviews L. Ayravainen Joanne Hinds Brittany I. Davidson 14 0 0 30 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 8 4 0 23 Oct 2023
EmoTwiCS: A Corpus for Modelling Emotion Trajectories in Dutch Customer Service Dialogues on Twitter Sofie Labat Thomas Demeester Véronique Hoste 31 4 0 10 Oct 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 11 9 0 15 Aug 2023
Sentiment Analysis in the Era of Large Language Models: A Reality Check Wenxuan Zhang Yue Deng Bing-Quan Liu Sinno Jialin Pan Lidong Bing AI4MH 8 259 0 24 May 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion Shao-Yu Wu Damai Dai Ziwei Qin Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui 14 4 0 24 May 2023
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction Yew Ken Chia Hui Chen Wei Han Guizhen Chen Sharifah Mahani Aljunied Soujanya Poria Lidong Bing 13 3 0 23 May 2023
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis Seraphina Goldfarb-Tarrant Bjorn Ross Adam Lopez 8 3 0 22 May 2023
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages Seraphina Goldfarb-Tarrant Adam Lopez Roi Blanco Diego Marcheggiani 12 8 0 19 May 2023
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning Songning Lai Jiakang Li Guinan Guo Xifeng Hu Yulong Li ... Yutong Liu Zhaoxia Ren Chun Wan Danmin Miao Zhi Liu SSL 18 9 0 15 May 2023
Psychologically-Inspired Causal Prompts Zhiheng Lyu Zhijing Jin Justus Mattern Rada Mihalcea Mrinmaya Sachan Bernhard Schoelkopf CML 16 0 0 02 May 2023
Bridging Natural Language Processing and Psycholinguistics: computationally grounded semantic similarity datasets for Basque and Spanish J. Goikoetxea M. Arantzeta I. S. Martín 9 0 0 19 Apr 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) Shamsuddeen Hassan Muhammad Idris Abdulmumin Seid Muhie Yimam David Ifeoluwa Adelani I. Ahmad N. Ousidhoum A. Ayele Saif M. Mohammad Meriem Beloucif Sebastian Ruder 17 52 0 13 Apr 2023
Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding Morris Alper Michael Fiman Hadar Averbuch-Elor VLM LRM 10 15 0 21 Mar 2023
Dual-Attention Model for Aspect-Level Sentiment Classification Mengfei Ye 16 0 0 14 Mar 2023
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages Shamsuddeen Hassan Muhammad Idris Abdulmumin A. Ayele N. Ousidhoum David Ifeoluwa Adelani ... Hailu Beshada Balcha S. Chala Hagos Tesfahun Gebremichael Bernard Opoku Steven Arthur 19 80 0 17 Feb 2023
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 14 11 0 16 Nov 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis Ronghao Lin Haifeng Hu SSL 9 11 0 26 Oct 2022
Natural Language Processing for Cognitive Analysis of Emotions Gustave Cortal Alain Finkel P. Paroubek Ye Lin 17 3 0 11 Oct 2022
SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning Wei Han Hui Chen Zhen Hai Soujanya Poria Lidong Bing 26 12 0 12 Sep 2022
Trust in Language Grounding: a new AI challenge for human-robot teams David M. Bossens C. Evers 16 1 0 05 Sep 2022
Learning a General Clause-to-Clause Relationships for Enhancing Emotion-Cause Pair Extraction Hang Chen Xinyu Yang Xiangci Li 14 6 0 29 Aug 2022
Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module Yih-Ling Liu Ziqi Yuan Huisheng Mao Zhiyun Liang Wanqiuyue Yang Yuanzhe Qiu Tie Cheng Xiaoteng Li Hua Xu Kai Gao 10 26 0 22 Aug 2022
Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis Licai Sun Zheng Lian B. Liu Jianhua Tao 10 27 0 16 Aug 2022
TweetNLP: Cutting-Edge Natural Language Processing for Social Media Jose Camacho-Collados Kiamehr Rezaee Talayeh Riahi Asahi Ushio Daniel Loureiro ... Eugenio Martínez-Cámara Gonzalo Medina T. Buhrmann Leonardo Neves Francesco Barbieri VLM AI4MH 6 75 0 29 Jun 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 12 9 0 21 Apr 2022
Survey of Aspect-based Sentiment Analysis Datasets Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 10 2 0 11 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 21 166 0 02 Mar 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks Paul Röttger Bertie Vidgen Dirk Hovy J. Pierrehumbert 6 8 0 14 Dec 2021
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences Ziwang Fu Feng Liu Hanyang Wang Siyuan Shen Jiahao Zhang Jiayin Qi Xiangling Fu Aimin Zhou 15 8 0 03 Dec 2021
ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors Huaishao Luo Lei Ji Yanyong Huang Bin Wang Shenggong Ji Tianrui Li 13 14 0 02 Dec 2021
From Multimodal to Unimodal Attention in Transformers using Knowledge Distillation Dhruv Agarwal Tanay Agrawal Laura M. Ferrari Franccois Bremond 11 3 0 15 Oct 2021
KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks Rishabh Bhardwaj Tushar Vaidya Soujanya Poria OT FedML 45 5 0 06 Oct 2021
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis Wei Han Hui Chen Soujanya Poria 8 222 0 01 Sep 2021
The emojification of sentiment on social media: Collection and analysis of a longitudinal Twitter sentiment dataset Wenjie Yin Rabab Alkhalifa A. Zubiaga 8 10 0 31 Aug 2021
Aspect Sentiment Triplet Extraction Using Reinforcement Learning Samson Yu Tapas Nayak Navonil Majumder Soujanya Poria 4 26 0 13 Aug 2021
Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation Zaid Khan Y. Fu 16 95 0 03 Aug 2021