Datasets › EmoryNLP

EmoryNLP

Introduced by Sayyed M. Zahiri et al. in Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural Networks14 Aug 2017 archive 2025-07-28

EmoryNLP comprises 97 episodes, 897 scenes, and 12,606 utterances, where each utterance is annotated with one of the seven emotions borrowed from the six primary emotions in the Willcox (1982)’s feeling wheel, sad, mad, scared, powerful, peaceful, joyful, and a default emotion of neutral.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Emotion Recognition in Conversation EmoryNLP CKERC Weighted-F1 42.08 CKERC : Joint Large Language Models with Commonsense... — 28 Compare

Papers archive 2025-07-28

25 shown of 25 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 58. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks 1 1 5 Jul 2024 not harvested
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation 1 1 29 Mar 2024 not harvested
CKERC : Joint Large Language Models with Commonsense Knowledge for Emotion Recognition in Conversation 0 1 12 Mar 2024 not harvested
Accumulating Word Representations in Multi-level Context Integration for ERC Task 1 1 6 Nov 2023 not harvested
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models 1 1 21 Sep 2023 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations 1 2 2 Jun 2023 not harvested
EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation 1 1 20 Mar 2023 not harvested
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation 1 1 17 Oct 2022 not harvested
GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction 1 1 26 Aug 2022 not harvested
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation 1 1 15 Jun 2022 not harvested
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation 0 1 23 Dec 2021 not harvested
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer 1 1 21 Dec 2021 not harvested
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge 1 1 1 Nov 2021 not harvested
A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation 0 1 1 Nov 2021 not harvested
Graph Based Network with Contextualized Representations of Turns in Dialogue 1 2 9 Sep 2021 ran 10 of 17 samples (7 unverified)
CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation 1 1 26 Aug 2021 not harvested
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations 2 1 3 Jun 2021 not harvested
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection 0 1 2 Jun 2021 not harvested
Directed Acyclic Graph Network for Conversational Emotion Recognition 1 1 27 May 2021 ran 0 of 1 samples (1 unverified)
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition 4 1 16 Dec 2020 not harvested
HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations 0 1 1 Dec 2020 not harvested
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations 1 1 1 Nov 2020 not harvested
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations 1 1 6 Oct 2020 ran 3 of 5 samples (2 unverified)
Multi-Task Learning with Auxiliary Speaker Identification for Conversational Emotion Recognition 0 2 3 Mar 2020 not harvested
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations 1 1 24 Sep 2019 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • EmoryNLP

1 variant name, as the archive lists them.

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