Natural Language Processing

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Period ending 2026-09-21

7 new papers

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

Period ending 2026-09-14

21 new papers

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Period ending 2026-09-07

36 new papers

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302 papers

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  1. SG-UniBuc-NLP at SemEval-2026 Task 6: Multi-Head RoBERTa with Chunking for Long-Context Evasion Detection

    Apr 29, 2026Gabriel Stefan, Sergiu NisioiNatural Language Processing TasksChunk

  2. 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

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

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

  4. Language corpora for the Dutch medical domain

    Apr 28, 2026B. van EsText CorporaNatural Language Processing

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

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

  6. 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

  7. Adaptive ToR: Complexity-Aware Tree-Based Retrieval for Pareto-Optimal Multi-Intent NLU

    Apr 27, 2026Hee-Kyong Yoo, Wonbae Kim, Hyocheol AhnRetrieversLegal Natural Language Processing Benchmarks

  8. 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

  9. 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

  10. JudgeSense: A Benchmark for Prompt Sensitivity in LLM-as-a-Judge Systems

    Apr 26, 2026Rohith Reddy Bellibatlu, Edward Raff, Wenbin ZhangLlm-As-A-JudgeJudges

  11. Overcoming Copyright Barriers in Corpus Distribution Through Non-Reversible Hashing

    Apr 25, 2026Arthur Amalvy, Vincent Labatut, Xavier Bost +1RightsText Corpora

  12. Chinese-SkillSpan: A Span-Level Dataset for ESCO-Aligned Competency Extraction from Chinese Job Ads

    Apr 24, 2026Guojing Li, Zichuan Fu, Junyi Li +6Natural Language DatasetsCompetency Questions

  13. Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement

    Apr 24, 2026Wataru Hirota, Tomoki Taniguchi, Tomoko Ohkuma +6JudgesLegal Natural Language Processing Benchmarks

  14. 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

  15. SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning

    Apr 23, 2026Hans Ole Hatzel, Ekaterina Artemova, Haimo Paul Stiemer +2NarrativesNatural Language Processing Tasks

  16. Multilinguality at the Edge: Developing Language Models for the Global South

    Apr 23, 2026Lester James V. Miranda, Songbo Hu, Roi Reichart +1MultilingualSri Lanka

  17. Duluth at SemEval-2026 Task 6: DeBERTa with LLM-Augmented Data for Unmasking Political Question Evasions

    Apr 22, 2026Shujauddin Syed, Ted PedersenNatural Language Processing TasksMinority

  18. IndiaFinBench: An Evaluation Benchmark for Large Language Model Performance on Indian Financial Regulatory Text

    Apr 21, 2026Rajveer Singh PallFinance BenchmarksLegal Natural Language Processing Benchmarks

  19. SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning

    Apr 21, 2026Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl +12Arabic Natural Language ProcessingArabic

  20. AlignCultura: Towards Culturally Aligned Large Language Models?

    Apr 21, 2026Gautam Siddharth Kashyap, Mark Dras, Usman NaseemLarge Language Model AlignmentCultural Knowledge

  21. Model-Agnostic Meta Learning for Class Imbalance Adaptation

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

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

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

  23. 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

  24. On the Importance and Evaluation of Narrativity in Natural Language AI Explanations

    Apr 20, 2026Mateusz Cedro, David MartensExplainable Artificial IntelligenceNarratives

  25. ltzGLUE: Luxembourgish General Language Understanding Evaluation

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

  26. Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

    Apr 20, 2026Samir Wagle, Abiral Adhikari, Reewaj Khanal +4Legal DomainLegal Natural Language Processing Benchmarks

  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. Beyond Black-Box Labels: Interpretable Criteria for Diagnosing Subjective NLP Tasks

    Apr 18, 2026Nisrine Rair, Alban Goupil, Valeriu Vrabie +1Human AnnotatorsNatural Language Processing Tasks

  31. Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models

    Apr 17, 2026Yang Liu, Hongming Li, Melissa Xiaohui Qin +2Legal Natural Language Processing Benchmarks

  32. JFinTEB: Japanese Financial Text Embedding Benchmark

    Apr 17, 2026Masahiro Suzuki, Hiroki SakajiDomain-Invariant Text EmbeddingsLegal Natural Language Processing Benchmarks

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

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

  34. Brain Score Tracks Shared Properties of Languages: Evidence from Many Natural Languages and Structured Sequences

    Apr 16, 2026Jingnong Qu, Ashvin Ranjan, Shane Steinert-ThrelkeldLegal Natural Language Processing BenchmarksModel Activations

  35. NLP needs Diversity outside of 'Diversity'

    Apr 16, 2026Joshua TintDiversityNatural Language Processing

  36. Robust Explanations for User Trust in Enterprise NLP Systems

    Apr 13, 2026Guilin Zhang, Kai Zhao, Jeffrey Friedman +3Large Language Model ReliabilityExplainability

  37. 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

  38. 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

  39. 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

  40. 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

  41. QQ: A Language Metadata Toolkit for Multilingual NLP

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

  42. Deriving Neural Scaling Laws from the statistics of natural language

    Feb 7, 2026Francesco Cagnetta, Allan Raventós, Surya Ganguli +1Scaling LawsLarge Models

  43. The Role of Dataset Linguistic Structure in the Cultural Awareness of Large Language Models

    Feb 1, 2026Reem I. Masoud, Chen Feng, Shunta Asano +3Cultural KnowledgeNatural Language Datasets

  44. 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

  45. 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

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

    Jan 10, 2026Mohammed Fayiz Parappan, Ricardo HenaoSubjectivityHuman Values

  47. AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages

    Jan 10, 2026Hao Yu, Tianyi Xu, Michael A. Hedderich +3Large Language Model PretrainingAfrican Languages

  48. 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

  49. The Environmental Impacts of Language Model Training Keep Rising Now is the Time to Catch Impacts on the Rebound

    Oct 10, 2025Clément Morand, Anne-Laure Ligozat, Aurélie NévéolLarge ModelsCarbon Emissions

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

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

  51. 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

  52. 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

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

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

  54. 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

  55. Detecting Conversational Mental Manipulation with Intent-Aware Prompting

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

  56. Transferring Natural Language Datasets Between Languages Using Large Language Models for Modern Decision Support and Sci-Tech Analytical Systems

    Oct 17, 2024Dmitrii Popov, Egor Terentev, Danil Serenko +2Natural Language DatasetsBert-Based Models

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

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

  58. 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

  59. Introduction to Transformers: an NLP Perspective

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

  60. A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog

    Jul 26, 2022Stefan Larson, Kevin LeachNatural Language DatasetsConversational Artificial Intelligence