conftrace_

pretrained embedding

35 papers

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text classification (6793) word embedding (1764) neural network (6616) transfer learning (5449) representation learning (6206) named entity recognition (2813) pretrained language model (1030) contextual embedding (288) multilingual model (925) pre-trained embedding (30)

Papers

Stanford MLab at SemEval-2025 Task 11: Track B–Emotion Intensity Detection ACL 2025
PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure IJCAI 2024
What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NIPS 2024
Lauri Ingman at SemEval-2023 Task 4: A Chain Classifier for Identifying Human Values behind Arguments SEMEVAL 2023
Simplify: Automatic Arabic Sentence Simplification using Word Embeddings EMNLP 2023
Enriching Wayúunaiki-Spanish Neural Machine Translation with Linguistic Information ACL 2023
Classification of Vocal Intensity Category from Speech using the Wav2vec2 and Whisper Embeddings INTERSPEECH 2023
niksss at SemEval-2022 Task 6: Are Traditionally Pre-Trained Contextual Embeddings Enough for Detecting Intended Sarcasm ? NAACL 2022
CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition INTERSPEECH 2022
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic NAACL 2022
Estimating word co-occurrence probabilities from pretrained static embeddings using a log-bilinear model ACL 2022
AMEX AI Labs at SemEval-2022 Task 10: Contextualized fine-tuning of BERT for Structured Sentiment Analysis SEMEVAL 2022
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings COLING 2022
C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings ACL 2021
Few-shot Learning for Slot Tagging with Attentive Relational Network EACL 2021
Country-level Arabic Dialect Identification using RNNs with and without Linguistic Features EACL 2021
SimpleNER Sentence Simplification System for GEM 2021 IJCNLP 2021
UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter IJCNLP 2021
Automated Concatenation of Embeddings for Structured Prediction ACL 2021
Revisiting Tri-training of Dependency Parsers EMNLP 2021
Benchmarking Meta-embeddings: What Works and What Does Not EMNLP 2021
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation ACL 2021
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation IJCNLP 2021
JUSTMasters at SemEval-2020 Task 3: Multilingual Deep Learning Model to Predict the Effect of Context in Word Similarity SEMEVAL 2020
JUSTMasters at SemEval-2020 Task 3: Multilingual Deep Learning Model to Predict the Effect of Context in Word Similarity COLING 2020