| Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation Models | Jul 4, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| In-Context Learning on a Budget: A Case Study in Token Classification | Jun 19, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| BEADs: Bias Evaluation Across Domains | Jun 6, 2024 | BenchmarkingBias Detection | —Unverified | 0 |
| A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification | May 17, 2024 | AttributeNER | —Unverified | 0 |
| What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs | Apr 10, 2024 | In-Context Learningtoken-classification | CodeCode Available | 0 |
| Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis | Apr 9, 2024 | Cross-Lingual TransferEvent Extraction | —Unverified | 0 |
| TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text | Apr 1, 2024 | Boundary DetectionText Detection | —Unverified | 0 |
| Evaluating Shortest Edit Script Methods for Contextual Lemmatization | Mar 25, 2024 | LEMMALemmatization | CodeCode Available | 0 |
| LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression | Mar 19, 2024 | GSM8KLanguage Modelling | CodeCode Available | 9 |
| Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts dataset | Mar 18, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Embedded Named Entity Recognition using Probing Classifiers | Mar 18, 2024 | DecoderFact Checking | CodeCode Available | 0 |
| Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain | Mar 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VNLP: Turkish NLP Package | Mar 2, 2024 | Morphological Analysisnamed-entity-recognition | CodeCode Available | 2 |
| Instruction Fine-Tuning: Does Prompt Loss Matter? | Jan 24, 2024 | Multiple-choicetoken-classification | —Unverified | 0 |
| Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need | Jan 9, 2024 | AllArabic Text Diacritization | —Unverified | 0 |
| Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction | Dec 18, 2023 | Entity EmbeddingsLanguage Modeling | CodeCode Available | 0 |
| Lazy-k: Decoding for Constrained Token Classification | Dec 6, 2023 | ClassificationStructured Prediction | CodeCode Available | 0 |
| Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | Oct 17, 2023 | Entity LinkingKey Information Extraction | CodeCode Available | 1 |
| One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer | Oct 16, 2023 | AllCross-Lingual Transfer | CodeCode Available | 0 |
| Label Supervised LLaMA Finetuning | Oct 2, 2023 | GPUnamed-entity-recognition | CodeCode Available | 1 |
| Revisiting Supertagging for Faster HPSG Pasing | Sep 14, 2023 | token-classificationToken Classification | —Unverified | 0 |
| Detecting Spells in Fantasy Literature with a Transformer Based Artificial Intelligence | Aug 7, 2023 | token-classificationToken Classification | —Unverified | 0 |
| NBIAS: A Natural Language Processing Framework for Bias Identification in Text | Aug 3, 2023 | token-classificationToken Classification | —Unverified | 0 |
| Multimodal Document Analytics for Banking Process Automation | Jul 21, 2023 | token-classificationToken Classification | —Unverified | 0 |
| Retrieval Augmented Generation using Engineering Design Knowledge | Jul 13, 2023 | Common Sense ReasoningEdge Classification | CodeCode Available | 0 |
