{"total":22,"rows":[{"id":"2503.21614","title":"A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond","created":"2025-03-27","cited_by_count":132,"area":"lr"},{"id":"2505.15778","title":"Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space","created":"2025-05-21","cited_by_count":117,"area":"lr"},{"id":"2502.03275","title":"Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning","created":"2025-02-05","cited_by_count":91,"area":"lr"},{"id":"2505.22525","title":"Thinking with Generated Images","created":"2025-05-28","cited_by_count":73,"area":"lr"},{"id":"2502.08524","title":"LLM Pretraining with Continuous Concepts","created":"2025-02-12","cited_by_count":36,"area":"lr"},{"id":"2502.01567","title":"Latent Thought Models with Variational Bayes Inference-Time Computation","created":"2025-02-03","cited_by_count":25,"area":"lr"},{"id":"2505.17117","title":"From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning","created":"2025-05-21","cited_by_count":25,"area":"lr"},{"id":"2512.24617","title":"Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space","created":"2025-12-31","cited_by_count":17,"area":"lr"},{"id":"2507.00951","title":"Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact","created":"2025-07-01","cited_by_count":6,"area":"lr"},{"id":"2602.00574","title":"Learning Modal-Mixed Chain-of-Thought Reasoning with Latent Embeddings","created":"2026-01-31","cited_by_count":6,"area":"lr"},{"id":"2508.05305","title":"SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens","created":"2025-08-07","cited_by_count":4,"area":"lr"},{"id":"2512.24014","title":"iCLP: Large Language Model Reasoning with Implicit Cognition Latent Planning","created":"2025-12-30","cited_by_count":2,"area":"lr"},{"id":"2512.25026","title":"Modeling Language as a Sequence of Thoughts","created":"2025-12-31","cited_by_count":2,"area":"lr"},{"id":"2602.14917","title":"BFS-PO: Best-First Search for Large Reasoning Models","created":"2026-02-16","cited_by_count":2,"area":"lr"},{"id":"2505.22202","title":"Latent Reasoning via Sentence Embedding Prediction","created":"2025-05-28","cited_by_count":1,"area":"lr"},{"id":"2510.18434","title":"Chain-of-Conceptual-Thought Elicits Daily Conversation in Large Language Models","created":"2025-10-21","cited_by_count":1,"area":"lr"},{"id":"2511.06618","title":"GRAPH-GRPO-LEX: Contract Graph Modeling and Reinforcement Learning with Group Relative Policy Optimization","created":"2025-11-10","cited_by_count":1,"area":"lr"},{"id":"2606.27378","title":"Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs","created":"2026-05-07","cited_by_count":1,"area":"lr"},{"id":"2609.07821","title":"A*-Thought-V2: Efficient Latent Reasoning via Geometric Dynamics of LLM","created":"2026-09-07","cited_by_count":1,"area":"lr"},{"id":"2605.06285","title":"LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG","created":"2026-05-07","cited_by_count":0,"area":"lr"},{"id":"2609.19878","title":"Uni-LaDiR: Latent Diffusion Unifies Multimodal Reasoning","created":"2026-09-17","cited_by_count":0,"area":"lr"},{"id":"2610.12898","title":"Rethinking the Roles of Diffusion and Decoding: Predictive-State Flows for Parallel Language Generation","created":"2026-10-09","cited_by_count":0,"area":"lr"}],"next_cursor":null}