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28th NLDB 2023: Derby, UK
- Elisabeth Métais
, Farid Meziane
Natural Language Processing and Information Systems - 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, Derby, UK, June 21-23, 2023, Proceedings. Lecture Notes in Computer Science 13913, Springer 2023, ISBN 978-3-031-35319-2
Full Papers
- Benjamin Clavié, Alexandru Ciceu, Frederick Naylor, Guillaume Soulié, Thomas Brightwell:
Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification. 3-17 - Manuj Malik, David Tomás
How Challenging is Multimodal Irony Detection? 18-32 - Yue Zhang, Hui Fang
Less is More: A Prototypical Framework for Efficient Few-Shot Named Entity Recognition. 33-46 - Nikolay Babakov, David Dale, Ilya Gusev, Irina Krotova, Alexander Panchenko:
Don't Lose the Message While Paraphrasing: A Study on Content Preserving Style Transfer. 47-61 - Tania Josephine Martin
A Review of Parallel Corpora for Automatic Text Simplification. Key Challenges Moving Forward. 62-78 - Vlad Miron, Flavius Frasincar
Explaining a Deep Learning Model for Aspect-Based Sentiment Classification Using Post-hoc Local Classifiers. 79-93 - Malak Mashaabi, Ghadi Al-Yahya, Raghad Alnashwan, Hend S. Al-Khalifa:
Arabic Privacy Policy Corpus and Classification. 94-108 - Maria João Costa
SmartEDU: Accelerating Slide Deck Production with Natural Language Processing. 109-123 - Abdullah Fathi Ahmed
Explainable Integration of Knowledge Graphs Using Large Language Models. 124-139 - Reynier Ortega-Bueno
Cross-Domain and Cross-Language Irony Detection: The Impact of Bias on Models' Generalization. 140-155 - Yujie Xing, Peng Liu
Prompt and Instruction-Based Tuning for Response Generation in Conversational Question Answering. 156-169 - Ria Hari Gusmita
IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran. 170-185 - Tom Bolton
Comparing Object Recognition Models and Studying Hyperparameter Selection for the Detection of Bolts. 186-200 - Batuhan Baykara
Morphosyntactic Evaluation for Text Summarization in Morphologically Rich Languages: A Case Study for Turkish. 201-214 - Fech Scen Khoo
Building Knowledge Graphs in Heliophysics and Astrophysics. 215-228 - Sudhakaran Gajendran
Text to Image Synthesis Using Bridge Generative Adversarial Network and Char CNN Model. 229-242 - Ronghao Pan
Evaluation of Transformer-Based Models for Punctuation and Capitalization Restoration in Spanish and Portuguese. 243-256 - Chengguang Gan
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition. 257-270 - Mariya Borovikova
Could KeyWord Masking Strategy Improve Language Model? 271-284 - Duc Hau Nguyen
Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation. 285-298 - Tuba Gokhan
Node-Weighted Centrality Ranking for Unsupervised Long Document Summarization. 299-312 - Sami Guembour
Characterization of the City of the Future from a Science Fiction Corpus. 313-325 - Tobias Kalmbach
On the Rule-Based Extraction of Statistics Reported in Scientific Papers. 326-338 - Dinh-Truong Do, Minh-Phuong Nguyen
GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task. 339-351 - Miao Hu
Expanding Domain-Specific Knowledge Graphs with Unknown Facts. 352-364 - Miao Hu
Knowledge Graph Representation Learning via Generated Descriptions. 365-378 - Muskan Garg, Chandni Saxena, Debabrata Samanta, Bonnie J. Dorr
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts. 379-390 - Nadhem Zmandar
A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers. 391-403 - Naveen Shenoy
Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-Scale Biomedical Document Corpora. 404-415 - Menaka Pushpa Arthur, Thakor Jayraj Rameshchandra, Manjula Dhanabalachandran:
Abstractive Summarization Based Question-Answer System For Structural Information. 416-427 - Sebastian-Vasile Echim, Razvan-Alexandru Smadu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop:
Adversarial Capsule Networks for Romanian Satire Detection and Sentiment Analysis. 428-442
Short papers
- Chengguang Gan
A Few-Shot Approach to Resume Information Extraction via Prompts. 445-455 - Brendan Kondracki
Decoding Strategies for Code Conciseness and Efficiency in Transformer-Generated Programs. 456-466 - Tu My Doan
SP-BERT: A Language Model for Political Text in Scandinavian Languages. 467-477 - Yujie Xing, Jon Atle Gulla
Improving Context-Awareness on Multi-Turn Dialogue Modeling with Extractive Summarization Techniques. 478-488 - Emily Fields, Gonem Lau, Robbert Rog, Alexander Sternfeld, Flavius Frasincar
Document Knowledge Transfer for Aspect-Based Sentiment Classification Using a Left-Center-Right Separated Neural Network with Rotatory Attention. 489-499 - Xiaoou Wang, Elena Cabrio, Serena Villata:
Argument and Counter-Argument Generation: A Critical Survey. 500-510 - Corina Masanti
Novel Benchmark Data Set for Automatic Error Detection and Correction. 511-521 - Haruka Hirota, Natthawut Kertkeidkachorn, Kiyoaki Shirai:
Weakly-Supervised Multimodal Learning for Predicting the Gender of Twitter Users. 522-532 - Stefan F. Schouten, Baran Barbarestani, Wondimagegnhue Tufa
Cross-Domain Toxic Spans Detection. 533-545 - Federico Torrielli
How Shall a Machine Call a Thing? 546-557 - Vijini Liyanage
Detecting Artificially Generated Academic Text: The Importance of Mimicking Human Utilization of Large Language Models. 558-565 - Piyush Miglani, Pranav Vatsal, Raksha Sharma
Leveraging Small-BERT and Bio-BERT for Abbreviation Identification in Scientific Text. 566-576 - Iulian-Marius Taiatu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop:
RoBERTweet: A BERT Language Model for Romanian Tweets. 577-587 - Tuan-An Dao
Evaluating the Effect of Letter Case on Named Entity Recognition Performance. 588-598
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