conftrace_

ensemble method

564 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

TohokuNLP at SemEval-2023 Task 5: Clickbait Spoiling via Simple Seq2Seq Generation and Ensembling ACL 2023
Team ISCL_WINTER at SemEval-2023 Task 12:AfriSenti-SemEval: Sentiment Analysis for Low-resource African Languages using Twitter Dataset ACL 2023
PICT-CLRL at WASSA 2023 Empathy, Emotion and Personality Shared Task: Empathy and Distress Detection using Ensembles of Transformer Models ACL 2023
garNER at SemEval-2023: Simplified Knowledge Augmentation for Multilingual Complex Named Entity Recognition ACL 2023
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data UAI 2023
Exploiting Diversity of Automatic Transcripts from Distinct Speech Recognition Techniques for Children’s Speech INTERSPEECH 2023
Audit Report Coverage Assessment using Sentence Classification IJCNLP 2023
Aristoxenus at SemEval-2023 Task 4: A Domain-Adapted Ensemble Approach to the Identification of Human Values behind Arguments ACL 2023
Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023
Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in Out-of-Distribution Scenarios ICCV 2023
NewAgeHealthWarriors at MEDIQA-Chat 2023 Task A: Summarizing Short Medical Conversation with Transformers ACL 2023
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing EACL 2023
I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism SEMEVAL 2023
VTCC-NER at SemEval-2023 Task 6: An Ensemble Pre-trained Language Models for Named Entity Recognition SEMEVAL 2023
ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection ACL 2023
Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling ACL 2023
HIT-MI&T Lab’s Submission to Eval4NLP 2023 Shared Task IJCNLP 2023
Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning ICML 2023
Rudolf Christoph Eucken at SemEval-2023 Task 4: An Ensemble Approach for Identifying Human Values from Arguments SEMEVAL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023
LKAU23 at Qur’an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur’an EMNLP 2023
EvolveMT: an Ensemble MT Engine Improving Itself with Usage Only ACL 2023
QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism ACL 2023
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models ACL 2023
Alexa at SemEval-2023 Task 10: Ensemble Modeling of DeBERTa and BERT Variations for Identifying Sexist Text SEMEVAL 2023