conftrace_

topic coherence

57 papers

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Co-occurring keywords

topic model (290) neural topic model (75) topic modeling (461) variational autoencoder (1288) latent dirichlet allocation (171) word embedding (1764) document embedding (93) sentence embedding (502) reinforcement learning (4352) evaluation metric (573)

Papers

LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models ACL 2026
GloCTM: Cross-Lingual Topic Modeling via a Global Context Space AAAI 2026
HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning ACL 2025
Neural Topic Modeling via Contextual and Graph Information Fusion EMNLP 2025
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling COLING 2024
Improving Multi-party Dialogue Generation via Topic and Rhetorical Coherence EMNLP 2024
Contextualized Topic Coherence Metrics EACL 2024
Neural Multimodal Topic Modeling: A Comprehensive Evaluation COLING 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs EMNLP 2024
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization EMNLP 2024
Topic Modeling: Contextual Token Embeddings Are All You Need EMNLP 2024
Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023
Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring ACL 2023
SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling ACL 2023
Unified Neural Topic Model via Contrastive Learning and Term Weighting EACL 2023
Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling ACL 2023
HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model ACL 2023
RoViST: Learning Robust Metrics for Visual Storytelling NAACL 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022
Towards Reinterpreting Neural Topic Models via Composite Activations EMNLP 2022
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds NAACL 2022
Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022
Evaluation of Thematic Coherence in Microblogs ACL 2021
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence EMNLP 2021