Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T09:35:23.376486Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2601.13481.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T09:35:23.376486Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Computational Analysis of Stress, Depression and Engagement in Mental Health: A Survey
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement A survey of large language models in mental health disorder detec- tion on social media,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement PhysReason: A comprehensive benchmark towards physics-based reasoning,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Emotion fusion for mental illness detection from social media: A survey,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement ErrEval: Error-Aware Evaluation for Question Generation through Explicit Diagnostics
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Has multimodal learning delivered universal intelligence in healthcare? a comprehensive survey,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement A Survey of Automatic Prompt Engineering: An Optimization Perspective
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement A systematic sur- vey of automatic prompt optimization techniques,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Efficient Prompting Methods for Large Language Models: A Survey
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Emotions in the Loop: A Survey of Affective Computing for Emotional Support
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Large language models are human-level prompt engineers,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Jcbie: a joint continual learning neural network for biomedical information extraction,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Enhancing facial emotion recognition through deep learning: Integrating CNN and RNN- LSTM models,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement A CNN-LSTM based deep neural networks for facial emotion detection in videos,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Speech emotion recognition using LSTM and RNN,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Gem: Empowering mllm for grounded ecg understanding with time series and images,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Trans- former models for text-based emotion detection: a review of BERT- based approaches,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Bert-based meta-learning approach with looking back for sentiment analysis of literary book reviews,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Language and mental health: Measures of emotion dynamics from text as linguistic biosocial markers,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Au- toPrompt: Eliciting knowledge from language models with auto- matically generated prompts,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Gkg-llm: A unified framework for generalized knowl- edge graph construction,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Maxs: Meta-adaptive exploration with llm agents,
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
Reference 39
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Emotion detection on tv show transcripts with sequence-based convolutional neural networks
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Automatically select emotion for response via personality-affected emotion transition,
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Reference 43
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Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Depressionemo: A novel dataset for multilabel classifica- tion of depression emotions,
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Reference 2019
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