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Token Classification

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Showing 1–50 of 99 papers

TitleStatusHype
Nested Named Entity Recognition as Single-Pass Sequence Labeling—0
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification TasksCode0
MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores—0
Robust and Fine-Grained Detection of AI Generated Texts—0
Improving Applicability of Deep Learning based Token Classification models during Training—0
Beyond Next-Token: Next-X Prediction for Autoregressive Visual GenerationCode3
LettuceDetect: A Hallucination Detection Framework for RAG ApplicationsCode4
Learning the Language of NVMe Streams for Ransomware Detection—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
POS-tagging to highlight the skeletal structure of sentencesCode0
Bangla Grammatical Error Detection Leveraging Transformer-based Token Classification—0
AutoTrain: No-code training for state-of-the-art modelsCode7
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation—0
GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and StereotypesCode0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation—0
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning—0
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition—0
The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts—0
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models—0
Acquiring Bidirectionality via Large and Small Language ModelsCode0
MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques IdentificationCode0
Leveraging Encoder-only Large Language Models for Mobile App Review Feature ExtractionCode0
Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication—0
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation ModelsCode0
In-Context Learning on a Budget: A Case Study in Token Classification—0
BEADs: Bias Evaluation Across Domains—0
A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification—0
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview DialogsCode0
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis—0
TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text—0
Evaluating Shortest Edit Script Methods for Contextual LemmatizationCode0
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt CompressionCode9
Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts datasetCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain—0
VNLP: Turkish NLP PackageCode2
Instruction Fine-Tuning: Does Prompt Loss Matter?—0
Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need—0
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation ExtractionCode0
Lazy-k: Decoding for Constrained Token ClassificationCode0
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path PredictionCode1
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual TransferCode0
Label Supervised LLaMA FinetuningCode1
Revisiting Supertagging for Faster HPSG Pasing—0
Detecting Spells in Fantasy Literature with a Transformer Based Artificial Intelligence—0
NBIAS: A Natural Language Processing Framework for Bias Identification in Text—0
Multimodal Document Analytics for Banking Process Automation—0
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
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