conftrace_

token classification

160 papers

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Co-occurring keywords

named entity recognition (2813) sequence labeling (824) toxic span detection (86) text classification (6793) transformer model (1996) span detection (100) transfer learning (5449) pre-trained language model (1515) large language model (13587) conditional random field (494)

Papers

Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025
Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD ACL 2025
Team Horizon at BHASHA Task 2: Fine-tuning Multilingual Transformers for Indic Word Grouping AACL 2025
Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights ACL 2025
UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models SEMEVAL 2025
HATECAT-TR: A Hate Speech Span Detection and Categorization Dataset for Turkish EMNLP 2025
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text SEMEVAL 2024
Ignore Me But Don’t Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain NAACL 2024
Nullpointer at ArAIEval Shared Task: Arabic Propagandist Technique Detection with Token-to-Word Mapping in Sequence Tagging ACL 2024
Active Learning Design Choices for NER with Transformers COLING 2024
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text NAACL 2024
Bangor University at WojoodNER 2024: Advancing Arabic Named Entity Recognition with CAMeLBERT-Mix ACL 2024
Improving Text Readability through Segmentation into Rheses COLING 2024
Murre24: Dialect Identification of Finnish Internet Forum Messages COLING 2024
MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques Identification ACL 2024
Evaluating Shortest Edit Script Methods for Contextual Lemmatization COLING 2024
Nested Noun Phrase Identification Using BERT COLING 2024
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction EMNLP 2024
What’s Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs EMNLP 2024
JL-Hate: An Annotated Dataset for Joint Learning of Hate Speech and Target Detection COLING 2024
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression ACL 2024
Automatic Punctuation Model for Spanish Live Transcriptions COLING 2024
Embedded Named Entity Recognition using Probing Classifiers EMNLP 2024
DRU at WojoodNER 2024: A Multi-level Method Approach ACL 2024
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts ACL 2023