conftrace_

event sequence

55 papers

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Co-occurring keywords

temporal point process (77) hawkes process (90) point process (109) granger causality (46) causal discovery (460) variational inference (2069) event prediction (57) neural network (6616) probabilistic model (476) minimum description length (46)

Papers

SEQRET: Mining Rule Sets from Event Sequences AAAI 2026
Causal Discovery from Interval-Based Event Sequences AAAI 2026
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
Differentiable Adversarial Attacks for Marked Temporal Point Processes AAAI 2025
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs EMNLP 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025
PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025
Narration as Functions: from Events to Narratives EMNLP 2024
Causal Discovery from Event Sequences by Local Cause-Effect Attribution NIPS 2024
CausalNET: Unveiling Causal Structures on Event Sequences by Topology-Informed Causal Attention IJCAI 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024
Understanding Players as if They Are Talking to the Game in a Customized Language: A Pilot Study EMNLP 2024
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes AISTATS 2024
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences AAAI 2024
Prompt-augmented Temporal Point Process for Streaming Event Sequence NIPS 2023
Probabilistic Attention-to-Influence Neural Models for Event Sequences ICML 2023
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process ACL 2023
SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process ICML 2023
Differentiable Change-point Detection With Temporal Point Processes AISTATS 2023
Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models IJCAI 2023
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events NIPS 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NIPS 2023
C-NTPP: Learning Cluster-Aware Neural Temporal Point Process AAAI 2023
Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward EMNLP 2023
Hawkes Process with Flexible Triggering Kernels MLHC 2023