Who cites «Layer by Layer: Uncovering Hidden Representations in Language Models»
- Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language ModelsScience China Information SciencesQiguang Chen, Libo Qin, Jinhao Liu, et al.2025 · 176 citations
- Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation EngineeringAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Tang, Xiaolei Wang, Zhihao Lv, et al.2025 · 19 citations
- A Survey on Latent ReasoningarXiv:2507.06203Rui-Jie Zhu, Tianhao Peng, Tianhao Cheng, et al.2025 · 15 citations
- NeuReasoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-NeuronsAnnual Meeting of the Association for Computational Linguistics (ACL)Haonan Dong, Kehan Jiang, Haoran Ye, et al.2026 · 13 citations
- Beyond Logits: Aligning Feature Dynamics for Effective Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Guoqiang Gong, Jiaxing Wang, Jin Xu, et al.2025 · 7 citations
- False Sense of Security: Why Probing-based Malicious Input Detection Fails to GeneralizeFindings of the Association for Computational LinguisticsCheng Wang, Zeming Wei, Qin Liu, et al.2026 · 5 citations
- Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMsFindings of the Association for Computational LinguisticsYiheng Yang, Yujie Wang, Chi Ma, et al.2026 · 3 citations
- Behavior-Aware Item Modeling via Dynamic Procedural Solution Representations for Knowledge TracingFindings of the Association for Computational LinguisticsJun Seo, Sangwon Ryu, Heejin Do, et al.2026 · 2 citations
- Beyond Static Personas: Situational Personality Steering for Large Language ModelsFindings of the Association for Computational LinguisticsZesheng Wei, Mengxiang Li, Zilei Wang, et al.2026 · 1 citation
- Rhetorical Questions in LLM Representations: A Linear Probing StudyAnnual Meeting of the Association for Computational Linguistics (ACL)Louie Hong Yao, Vishesh Anand, Yuan Zhuang, et al.2026 · 1 citation
- LatentRefusal: Latent-Signal Refusal for Unanswerable Text-to-SQL QueriesFindings of the Association for Computational LinguisticsXuancheng Ren, Shijing Hu, Zhihui Lu, et al.2026
- Less is More: Knowledge-Aware Compression for Long Legal Judgment PredictionFindings of the Association for Computational LinguisticsFanghao Lou, Qiqi Wang, Guanyu Chen, et al.2026
- Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Chenyuan Zhang, Qiguang Chen, Xie Chen, et al.2026
- Privacy Risks of Intermediate Representations: Attribute Inference in Distributed LLM InferenceFindings of the Association for Computational LinguisticsYang Lyu, Jin Cao, Yang Xiao, et al.2026
- ReFreeKV: Towards Threshold-Free KV Cache CompressionFindings of the Association for Computational LinguisticsXuanfan Ni, Liyan Xu, Chenyang Lyu, et al.2026
- SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Enming Wang, Jianlei Wang, Xueping Peng, et al.2026
- What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert RoutingConference of the European Chapter of the Association for Computational Linguistics (EACL)Josef Pichlmeier, Sebastian Nicolas Mueller, Jakob Sturm, et al.2026
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