Natural Language Processing

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Period ending 2026-09-21

1 new paper

A weekly snapshot of new work published in Natural Language Processing.

Period ending 2026-09-14

8 new papers

A weekly snapshot of new work published in Natural Language Processing.

Period ending 2026-09-07

6 new papers

A weekly snapshot of new work published in Natural Language Processing.

171 papers

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  1. Nürnberg NLP at PsyDefDetect: Multi-Axis Voter Ensembles for Psychological Defence Mechanism Classification

    May 8, 2026Philipp Steigerwald, Eric Rudolph, Jens AlbrechtPsychologyNatural Language Processing Tasks

  2. Reflections and New Directions for Human-Centered Large Language Models

    May 7, 2026Caleb Ziems, Dora Zhao, Rose E. Wang +55Human-Centered FrameworkNatural Language Processing

  3. TajPersLexon: A Tajik-Persian Lexical Resource and Hybrid Model for Cross-Script Low-Resource NLP

    May 7, 2026Mullosharaf K. ArabovNatural Language ProcessingSequence Modeling

  4. Systematic Evaluation of Large Language Models for Post-Discharge Clinical Action Extraction

    May 7, 2026Shivali Dalmia, Ananya Mantravadi, Prasanna DesikanClinical ReasoningLarge Language Model Performance

  5. Robustness of Graph Self-Supervised Learning to Real-World Noise: A Case Study on Text-Driven Biomedical Graphs

    May 6, 2026Othmane Kabal, Mounira Harzallah, Fabrice Guillet +2UnsupervisedNatural Language Processing

  6. TabEmbed: Benchmarking and Learning Generalist Embeddings for Tabular Understanding

    May 6, 2026Minjie Qiang, Mingming Zhang, Xiaoyi Bao +5Tabular LearningTabular Data

  7. A Hybrid Method for Low-Resource Named Entity Recognition

    May 6, 2026Do Minh Duc, Quan Xuan Truong, Viet Tran Hong +5Named-Entity RecognitionNatural Language Processing

  8. Natural Language Processing: A Comprehensive Practical Guide from Tokenisation to RLHF

    May 5, 2026Mullosharaf K. ArabovNatural Language ProcessingLarge Language Model Pretraining

  9. Sentiment Analysis of Indonesian Spotify Reviews Using Machine Learning and BiLSTM

    May 5, 2026Uliano Wilyam Purba, Andre Hadiman Rotua Parhusip, Sahid Maulana +3Sentiment AnalysisBidirectional Long Short-Term Memory

  10. Low Resource Multimodal Translation of Nepali Spoken Words into Emotion-Conditioned Sign Language Avatars

    May 4, 2026Jatin Bhusal, Salma TamangSign Language RecognitionSign Language

  11. SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures

    May 4, 2026Nedjma Ousidhoum, Junho Myung, Carla Perez-Almendros +27Multilingual BenchmarkEnglish

  12. Revisiting Semantic Role Labeling: Efficient Structured Inference with Dependency-Informed Analysis

    May 4, 2026Sangpil Youm, Leah Jones, Bonnie J. DorrSentence-Level ClassificationSymbolic Predicates

  13. Maistros: A Greek Large Language Model Adapted Through Knowledge Distillation From Large Reasoning Models

    May 3, 2026Nikolaos Giarelis, Charalampos Mastrokostas, Nikos KaracapilidisMultilingual Large Language ModelsLarge Language

  14. Benchmarking LightGBM and BiLSTM for Sentiment Analysis on Indonesian E-Commerce Reviews

    May 2, 2026Lidia Natasyah Marpaung, Vania Claresta, Iqfina Haula Halika +3Term Frequency-Inverse Document FrequencySentiment Analysis

  15. Benchmarking PyCaret AutoML Against BiLSTM for Fine-Grained Emotion Classification: A Comparative Study on 20-Class Emotion Detection

    Apr 29, 2026Arya Muda Siregar, Arielva Simon Siahaan, Haikal Fransisko Simbolon +3Emotion RecognitionTerm Frequency-Inverse Document Frequency

  16. Bye Bye Perspective API: Lessons for Building and Governing Measurement Infrastructure

    Apr 28, 2026David Hartmann, Manuel Tonneau, Angelie Kraft +7Large Language Model EvaluationToxicity

  17. Language corpora for the Dutch medical domain

    Apr 28, 2026B. van EsText CorporaNatural Language Processing

  18. Looking for the Bottleneck in Fine-grained Temporal Relation Classification

    Apr 27, 2026Hugo Sousa, Ricardo Campos, Alípio JorgeRelation ExtractionRelational Deep Learning

  19. MIPIC: Matryoshka Representation Learning via Self-Distilled Intra-Relational and Progressive Information Chaining

    Apr 27, 2026Phung Gia Huy, Hai An Vu, Minh-Phuc Truong +4Matryoshka Representation LearningRepresentation Learning

  20. RouteNLP: Closed-Loop LLM Routing with Conformal Cascading and Distillation Co-Optimization

    Apr 26, 2026Dongxin Guo, Jikun Wu, Siu Ming YiuLarge Language Model RoutingInference Cost

  21. Agentic Adversarial Rewriting Exposes Architectural Vulnerabilities in Black-Box NLP Pipelines

    Apr 26, 2026Mazal Bethany, Kim-Kwang Raymond Choo, Nishant Vishwamitra +1Language Model Evasion AttacksEvasion

  22. Dynamically Acquiring Text Content to Enable the Classification of Lesser-known Entities for Real-world Tasks

    Apr 24, 2026Fahmida Alam, Ellen RiloffNamed-Entity RecognitionObject Classification

  23. Model-Agnostic Meta Learning for Class Imbalance Adaptation

    Apr 20, 2026Hanshu Rao, Guangzeng Han, Xiaolei HuangExtreme Class ImbalanceClass Imbalance

  24. Scripts Through Time: A Survey of the Evolving Role of Transliteration in NLP

    Apr 20, 2026Thanmay Jayakumar, Deepon Halder, Raj DabreCross-Lingual TransferLatin

  25. BhashaSutra: A Task-Centric Unified Survey of Indian NLP Datasets, Corpora, and Resources

    Apr 20, 2026Raghvendra Kumar, Devankar Raj, Sriparna SahaNatural Language DatasetsLow-Resource Languages

  26. ltzGLUE: Luxembourgish General Language Understanding Evaluation

    Apr 20, 2026Alistair Plum, Felicia Körner, Anne-Marie Lutgen +8Legal Natural Language Processing BenchmarksNatural Language Processing

  27. Logical Computational Linguistics

    Apr 19, 2026Glyn V. Morrill, Oriol ValentínNatural Language Processing

  28. Beyond the Basics: Leveraging Large Language Model for Fine-Grained Medical Entity Recognition

    Apr 19, 2026Nwe Ni Win, Jim Basilakis, Steven Thomas +6Medical OntologyClinical Notes

  29. Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text

    Apr 18, 2026Refael Shaked Greenfeld, Reut TsarfatyCoreference ResolutionNatural Language Processing

  30. Exploring the Capability Boundaries of LLMs in Mastering of Chinese Chouxiang Language

    Apr 17, 2026Dianqing Lin, Tian Lan, Jiali Zhu +7Natural Language Processing

  31. NLP needs Diversity outside of 'Diversity'

    Apr 16, 2026Joshua TintDiversityNatural Language Processing

  32. Are Non-English Papers Reviewed Fairly? Language-of-Study Bias in NLP Peer Reviews

    Apr 8, 2026Ehsan Barkhordar, Abdulfattah Safa, Verena Blaschke +3Large Language Model BiasNatural Language Processing

  33. Not All Subjectivity Is the Same! Defining Desiderata for the Evaluation of Subjectivity in NLP

    Mar 30, 2026Urja Khurana, Michiel van der Meer, Enrico Liscio +2SubjectivityNatural Language Processing

  34. The Hidden Puppet Master: Predicting Human Belief Change in Manipulative LLM Dialogues

    Mar 21, 2026Jocelyn Shen, Amina Luvsanchultem, Jessica Kim +6Multi-Turn Large Language Model ConversationsBelief

  35. Indirect Question Answering in English, German and Bavarian: A Challenging Task for High- and Low-Resource Languages Alike

    Mar 16, 2026Miriam Winkler, Verena Blaschke, Barbara PlankMultilingual Financial Question AnsweringLow-Resource Languages

  36. QQ: A Language Metadata Toolkit for Multilingual NLP

    Feb 28, 2026Wessel Poelman, Yiyi Chen, Miryam de LhoneuxMetadataEnglish

  37. How Do We Engage with Other Disciplines? A Framework to Study Meaningful Interdisciplinary Discourse in Scholarly Publications

    Jan 15, 2026Bagyasree Sudharsan, Alexandria Leto, Maria Leonor PachecoInterdisciplinary Knowledge DiscoveryCitations

  38. From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP

    Jan 12, 2026Adithya V Ganesan, Vasudha Varadarajan, Oscar NE Kjell +6Longitudinal DataNatural Language Processing

  39. Labels have Human Values: Value Calibration of Subjective Tasks

    Jan 10, 2026Mohammed Fayiz Parappan, Ricardo HenaoSubjectivityHuman Values

  40. Tell Me: An LLM-powered Mental Well-being Assistant with RAG, Synthetic Dialogue Generation, and Agentic Planning

    Nov 18, 2025Trishala Jayesh AhalparaMental Health SupportSynthesizing Long-Horizon Campus Psychological Counseling Dialogues

  41. Cross-Attention is Half Explanation in Speech-to-Text Models

    Sep 22, 2025Sara Papi, Dennis Fucci, Marco Gaido +2Cross-AttentionSaliency

  42. SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP

    Sep 9, 2025Decheng Duan, Yingyi Zhang, Jitong Peng +1Relation ExtractionNatural Language Processing Tasks

  43. Leveraging Natural Language Processing to Unravel the Mystery of Life: A Review of NLP Approaches in Genomics, Transcriptomics, and Proteomics

    Jun 2, 2025Ella Rannon, David BursteinGenomicsSpatial Transcriptomics

  44. FLAME: A New Dataset on FLemish Accounts of Momentary Experiences

    Apr 20, 2025Ratna Kandala, Niels Vanhasbroeck, Katie HoemannNatural Language ProcessingLuxembourgish

  45. A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models

    Feb 9, 2025Huiyao Chen, Meishan Zhang, Jing Li +4Sentence-Level ClassificationMulti-Modal Large Language Models

  46. Detecting Conversational Mental Manipulation with Intent-Aware Prompting

    Dec 11, 2024Jiayuan Ma, Hongbin Na, Zimu Wang +4DeceptionNatural Language Processing

  47. A Survey of Transformer-based Language Models with Focus on Efficiency

    May 15, 2024Wazib Ansar, Saptarsi Goswami, Amlan ChakrabartiNatural Language ProcessingSurvey

  48. A Systematic Review of NLP for Ghanaian Languages: Datasets, Models, and a Research Roadmap

    May 10, 2024Sheriff Issaka, Erick Rosas Gonzalez, Colene Agbo +18Low-Resource LanguagesNatural Language Processing

  49. Introduction to Transformers: an NLP Perspective

    Nov 29, 2023Tong Xiao, Jingbo ZhuTransformer ArchitecturesNatural Language Processing

  50. NSIDDx: A Design Framework for Neuro-Symbolic, Practitioner-First Differential Diagnosis in Low-Resource Settings

    Date pendingAarav SinghNeuro-Symbolic FrameworkNatural Language Processing

  51. AtlasNLP: A Country-Aware Atlas of Dataset Representation in NLP

    Date pendingJoan Nwatu, Tsedeniya Solomon Amare, Longju Bai +17Natural Language DatasetsLegal Natural Language Processing Benchmarks