conftrace_

model ensembling

51 papers

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Co-occurring keywords

neural machine translation (2310) model ensemble (247) transformer model (1996) ensemble learning (1274) transfer learning (5449) text classification (6793) automatic speech recognition (1774) text generation (2913) speech translation (416) large language model (13587)

Papers

M-Loss: Quantifying Model Merging Compatibility with Limited Unlabeled Data AAAI 2026
AfriCaption: Establishing a New Paradigm for Image Captioning in African Languages EACL 2026
Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection ACL 2025
Towards Performance Consistency in Multi-Level Model Collaboration ICCV 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025
Code_Gen at BLP-2025 Task 1: Enhancing Bangla Hate Speech Detection with Transformers through Token-Aware Adversarial Contrastive Training and Layer-wise Learning Rate Decay AACL 2025
The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text Detection EMNLP 2025
GRoWE: A GujiRoBERTa-Enhanced Approach to Ancient Chinese NER via Word-Word Relation Classification and Model Ensembling NAACL 2025
Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition EMNLP 2025
Training Ensembles With Inliers and Outliers for Semi-Supervised Active Learning WACV 2024
BabelBot at AraFinNLP2024: Fine-tuning T5 for Multi-dialect Intent Detection with Synthetic Data and Model Ensembling ACL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024
Revisiting Ensembling in One-Shot Federated Learning NIPS 2024
Causal Q-Aggregation for CATE Model Selection AISTATS 2024
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion ACL 2023
THiFLY Research at SemEval-2023 Task 7: A Multi-granularity System for CTR-based Textual Entailment and Evidence Retrieval ACL 2023
TohokuNLP at SemEval-2023 Task 5: Clickbait Spoiling via Simple Seq2Seq Generation and Ensembling ACL 2023
Merlion: End-to-End Machine Learning for Time Series JMLR 2023
Tangent Model Composition for Ensembling and Continual Fine-tuning ICCV 2023
THiFLY Research at SemEval-2023 Task 7: A Multi-granularity System for CTR-based Textual Entailment and Evidence Retrieval SEMEVAL 2023
TohokuNLP at SemEval-2023 Task 5: Clickbait Spoiling via Simple Seq2Seq Generation and Ensembling SEMEVAL 2023
I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism ACL 2023
QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism ACL 2023
Design principles of an open-source language modeling microservice package for AAC text-entry applications ACL 2022
BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling NAACL 2022