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

Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement EACL 2026
Just Pass Twice: Efficient Token Classification with LLMs for Zero-Shot NER ACL 2026
SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification ACL 2026
Detecting reported speech as a token classification task: an application to Classical Latin? EACL 2026
Knowledge Augmentation Enhances Token Classification for Recipe Understanding EACL 2026
Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition EMNLP 2025
Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025
Acquiring Bidirectionality via Large and Small Language Models COLING 2025
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning ACL 2025
Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025
Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025
GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025
Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD ACL 2025
Word-Level Detection of Code-Mixed Hate Speech with Multilingual Domain Transfer ACL 2025
TransAlign: Machine Translation Encoders are Strong Word Aligners, Too EMNLP 2025
Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD SEMEVAL 2025
In-Context Learning on a Budget: A Case Study in Token Classification NAACL 2025
Team Horizon at BHASHA Task 2: Fine-tuning Multilingual Transformers for Indic Word Grouping IJCNLP 2025
UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models ACL 2025
ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025
LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa ACL 2025
AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025