Cover Image

Towards More Accurate Prediction of Human Empathy and Emotion in Text and Multi-turn Conversations by Combining Advanced NLP, Transformers-based Networks, and Linguistic Methodologies

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Singh, Manisha, Sharma, Divy, Ma, Alonso, Goldfine, Nora
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Constructing the CORD-19 Vaccine Dataset
by: Singh, Manisha, et al.
Published: (2024)

ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations
by: Pereira, Patrícia, et al.
Published: (2024)

Synthetic Diversification of Isoquinolin‐1(2 H )‐Ones: Emerging Strategies and Methodological Advances
by: Ritika Sharma, et al.
Published: (2025)

Conversations on Empathy
Published: (2023)

Traversing Emotional Landscapes and Linguistic Patterns in Bernard-Marie Koltès' Plays: An NLP Perspective
by: Pourzarandi, Arezou Zahiri, et al.
Published: (2024)

A Corpus Linguistic Approach to Analyzing "Empathy"
by: Fusari, Sabrina
Published: (2025)

Arabic Multi-turn Conversational Synthetic Dataset
by: Misbah, Ahmed, et al.
Published: (2025)

NLP Verification: Towards a General Methodology for Certifying Robustness
by: Casadio, Marco, et al.
Published: (2024)

On the Multi-turn Instruction Following for Conversational Web Agents
by: Deng, Yang, et al.
Published: (2024)

Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention
by: Gao, Bin, et al.
Published: (2024)

NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation
by: Wang, Xiaoyang, et al.
Published: (2021)

Adapted Center and Scale Prediction: More Stable and More Accurate
by: Wang, Wenhao, et al.
Published: (2020)

Combining Causal Models for More Accurate Abstractions of Neural Networks
by: Pîslar, Theodora-Mara, et al.
Published: (2025)

Emotional Cues Extraction and Fusion for Multi-modal Emotion Prediction and Recognition in Conversation
by: Shi, Haoxiang, et al.
Published: (2024)

MAC: A Multi-Agent Framework for Interactive User Clarification in Multi-turn Conversations
by: Acikgoz, Emre Can, et al.
Published: (2025)

What You See is What You Ask: Evaluating Audio Descriptions
by: Kala, Divy, et al.
Published: (2025)

Empathy Through Multimodality in Conversational Interfaces
by: Abbasian, Mahyar, et al.
Published: (2024)

Pixel-Level Reasoning Segmentation via Multi-turn Conversations
by: Cai, Dexian, et al.
Published: (2025)

RECOR: Reasoning-focused Multi-turn Conversational Retrieval Benchmark
by: Ali, Mohammed, et al.
Published: (2026)

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation
by: Cheng, Yiruo, et al.
Published: (2024)

Improved Text Emotion Prediction Using Combined Valence and Arousal Ordinal Classification
by: Mitsios, Michael, et al.
Published: (2024)

Predicting Evoked Emotions in Conversations
by: Altarawneh, Enas, et al.
Published: (2023)

Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types
by: Guo, Ziming, et al.
Published: (2024)

Evaluating Multi-turn Human-AI Interaction
by: Ding, Shi, et al.
Published: (2026)

Predicting Turn-Taking and Backchannel in Human-Machine Conversations Using Linguistic, Acoustic, and Visual Signals
by: Lin, Yuxin, et al.
Published: (2025)

Towards More Accurate Fake Detection on Images Generated from Advanced Generative and Neural Rendering Models
by: Dong, Chengdong, et al.
Published: (2024)

The Role of Trait Empathy and State‐Level Emotion in Predicting Helpers' Facilitative Interpersonal Skill
by: Timothy Anderson, et al.
Published: (2026)

Leveraging Cross-Attention Transformer and Multi-Feature Fusion for Cross-Linguistic Speech Emotion Recognition
by: Zhao, Ruoyu, et al.
Published: (2025)

A rising tide: Intrinsic alignments since the turn of the millennium
by: Chisari, Nora Elisa
Published: (2025)

Transforming Computational Lithography with AC and AI -- Faster, More Accurate, and Energy-efficient
by: Mukhopadhyay, Saumyadip, et al.
Published: (2026)

Library Wayfinding and ESOL Students: Communication Challenges and Empathy-Based Intervention
by: Almeida, Nora, et al.
Published: (2022)

HausaNLP at SemEval-2025 Task 11: Hausa Text Emotion Detection
by: Sani, Sani Abdullahi, et al.
Published: (2025)

Emotional Intelligence Through Artificial Intelligence : NLP and Deep Learning in the Analysis of Healthcare Texts
by: Nag, Prashant Kumar, et al.
Published: (2024)

ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models
by: Han, Simeng, et al.
Published: (2025)

Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data
by: Sun, Linzhuang, et al.
Published: (2024)

Synth-Empathy: Towards High-Quality Synthetic Empathy Data
by: Liang, Hao, et al.
Published: (2024)

Using the Therapist's Inner Conversation for Empathy's Development
by: Claudio Zamorano, et al.
Published: (2025)

Talk, Listen, Connect: How Humans and AI Evaluate Empathy in Responses to Emotionally Charged Narratives
by: Roshanaei, Mahnaz, et al.
Published: (2024)

Token Statistics Reveal Conversational Drift in Multi-turn LLM Interaction
by: Hafez, Wael, et al.
Published: (2026)

Exploring the Effects of Chatbot Anthropomorphism and Human Empathy on Human Prosocial Behavior Toward Chatbots
by: Li, Jingshu, et al.
Published: (2025)