conftrace_

model ensemble

247 papers

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Co-occurring keywords

neural machine translation (2310) ensemble learning (1274) text classification (6793) transformer model (1996) data augmentation (3052) transfer learning (5449) knowledge distillation (3725) large language model (13587) transformer architecture (1560) back translation (103)

Papers

DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance EACL 2026
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments AAAI 2026
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute AAAI 2026
Harnessing Consistency for Robust Test-Time LLM Ensemble EACL 2026
Align When They Want, Complement When They Need! Human-Centered Ensembles for Adaptive Human-AI Collaboration AAAI 2026
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection ACL 2025
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025
NYCU-NLP at SemEval-2025 Task 11: Assembling Small Language Models for Multilabel Emotion Detection and Intensity Prediction ACL 2025
Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025
UvA-MT’s Participation in the WMT25 General Translation Shared Task EMNLP 2025
JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements COLING 2025
Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction ACL 2025
Stop Diverse OOD Attacks: Knowledge Ensemble for Reliable Defense AAAI 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection SEMEVAL 2025
PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection ACL 2025
Hit the Sweet Spot! Span-Level Ensemble for Large Language Models COLING 2025
Mixture of Small and Large Models for Chinese Spelling Check ACL 2025
Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025
NYA’s Offline Speech Translation System for IWSLT 2025 ACL 2025
Jinan Smart Education at BEA 2025 Shared Task: Dual Encoder Architecture for Tutor Identification via Semantic Understanding of Pedagogical Conversations ACL 2025
Decentralized Diffusion Models CVPR 2025
JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025