| Analyzing Traditional and Neural Approaches to Multilingual Readability AssessmentarXiv:2609.10792cs.CL | Joshua Wong, Chris Tanner | — | 11 Sept 2026 | — | — | — | — |
| Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error CorrectionarXiv:2609.10810cs.CL | Kateryna Karpo, Artem Chernodub | — | 11 Sept 2026 | — | — | — | — |
| LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease DetectionarXiv:2609.10896cs.CL | Xiao Wei, Yuqin Lin, Yaru Cao +2 | — | 11 Sept 2026 | — | — | — | — |
| SearchAtlas: Analyzing Agentic Search Strategies via Evidential Query GraphsarXiv:2609.10901cs.CL | Jiacheng Sang, Mengyuan Li, Sanxing Chen +2 | — | 11 Sept 2026 | — | — | — | — |
| Auto-RecSys: Harnessing Autonomous Research Agents for Industry-Scale Recommender SystemarXiv:2609.10922cs.CL | Ming Li, Dai Li, Xuying Ning +2 | — | 11 Sept 2026 | — | — | — | — |
| Using Semantic Uncertainty to Estimate Transition Relevance in Turn-takingarXiv:2609.10934cs.CL | Muhammad Umair, Jan P. de Ruiter | — | 11 Sept 2026 | — | — | — | — |
| Distribution-aware Language Neuron Identification in Multilingual Large Language ModelsarXiv:2609.10993cs.CL | Minjun Kim, Inho Won, Junghun Yuk +2 | — | 11 Sept 2026 | — | — | — | — |
| Rethinking Verbalized Confidence for LLM-as-a-Judge: A Compatibility Shift on Post-2025 Proprietary ModelsarXiv:2609.10996cs.CL | Yu-Chung Hsiao | — | 11 Sept 2026 | — | — | — | — |
| K/V-Cache Interventions Dissociate Representation Alignment from Persona Expression in Decoder-Only Language ModelsarXiv:2609.11020cs.CL | Yu Sun, Mengyin Lu, Cong Feng +2 | — | 11 Sept 2026 | — | — | — | — |
| ProMediConv: Benchmarking Proactive Conversational Agents in Legal Dispute MediationarXiv:2609.11101cs.CL | Zesheng Wei, Mengfan Li, Wenhao Liu +2 | — | 11 Sept 2026 | — | — | — | — |
| Overview of the NLPCC 2026 Shared Task 11: Agent-Based Experiment Reproduction from Scientific PapersarXiv:2609.11117cs.CL | Hanhua Hong, Yizhi Li, Luu Gia Huy +2 | — | 11 Sept 2026 | — | — | — | — |
| From Repetition to Recognition: Inductive Discovery of Disinformation NarrativesarXiv:2609.11128cs.CL | Max Upravitelev, Veronika Solopova, Jing Yang +2 | — | 11 Sept 2026 | — | — | — | — |
| Rubric-Aligned Disentangled Evaluation of Human Simultaneous InterpretingarXiv:2609.11131cs.CL | Ziyu Zhang, Satoshi Nakamura | — | 11 Sept 2026 | — | — | — | — |
| Can LLMs Normalize Databases? A Benchmark and Multi-Agent Framework for Schema NormalizationarXiv:2609.11141cs.CL | Dong-Jae Koh, Huisu Kim, SeongHwan Yoon +2 | — | 11 Sept 2026 | — | — | — | — |
| FlexComp: One Model for Every Ratio in Context CompressionarXiv:2609.11192cs.CL | Kaiyan Zhao, Zhongtao Miao, Akiko Aizawa +1 | — | 11 Sept 2026 | — | — | — | — |
| Automated Identification of Competing Narratives in Political Discourse on Social MediaarXiv:2609.11202cs.CL | Sergej Wildemann, Erick Elejalde | — | 11 Sept 2026 | — | — | — | — |
| OmniHallu: Unified Hallucination Detection for Cross-Modal Comprehension and Generation in Multimodal Large Language ModelsarXiv:2609.11244cs.CL | Jianjiang Yang, Peihang Li, Shanqing Xu +2 | — | 11 Sept 2026 | — | — | — | — |
| Assessing the Reusability of Public Speech Resources for Low-Resource Languages: A Central Kurdish Case StudyarXiv:2609.11246cs.CL | Hiwa Asadpour | — | 11 Sept 2026 | — | — | — | — |
| The Illusion of Balanced Multimodal Sentiment Analysis: Beyond the Limits of Optimization-Based MethodsarXiv:2609.11247cs.CL | Ioanna Kaffeza, Efthymios Georgiou, Alexandros Potamianos | — | 11 Sept 2026 | — | — | — | — |
| Automatic Lyric Transcription for Greek Songs: Scaling and Task Composition Effects in Whisper AdaptationarXiv:2609.11302cs.CL | Maria Frangiadaki, Dimitrios Damianos, Kosmas Kritsis +1 | — | 11 Sept 2026 | — | — | — | — |
| MultiHuSE: A Multimodal Dataset for Humour Styles and EmotionsarXiv:2609.11322cs.CL | Mary Ogbuka Kenneth, Foaad Khosmood, Abbas Edalat | — | 11 Sept 2026 | — | — | — | — |
| SEAR: Segment-Evidence-Aware Routing for Weak-to-Strong Multilingual Speech MCQarXiv:2609.11355cs.CL | Huy Hoang Le, Long-Bao Nguyen, Minh Tri Dao | — | 11 Sept 2026 | — | — | — | — |
| TransClean: A Benchmark for Detecting and Extracting Clean Translations from Large Language Model OutputsarXiv:2609.11399cs.CL | Shenbin Qian, Yves Scherrer | — | 11 Sept 2026 | — | — | — | — |
| ReGround: Grounding Reviewer Comments in Multimodal EvidencearXiv:2609.11460cs.CL | Serwar Basch, Lizhen Qu, Iryna Gurevych | — | 11 Sept 2026 | — | — | — | — |
| Complex-Text Robustness Evaluation and Failure Diagnosis for Low-Resource Multilingual Text-to-SpeecharXiv:2609.11545cs.CL | Tianlun Zuo, Ziyu Zhang, Tingzhi Mao +2 | — | 11 Sept 2026 | — | — | — | — |