Writing in the Margins: Better Inference Pattern for Long Context Retrieval
Paper • 2408.14906 • Published • 144
Long context
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DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
Paper • 2410.10819 • Published • 7 -
LLMtimesMapReduce: Simplified Long-Sequence Processing using Large Language Models
Paper • 2410.09342 • Published • 39 -
PDFTriage: Question Answering over Long, Structured Documents
Paper • 2309.08872 • Published • 55 -
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario
Paper • 2501.10132 • Published • 22 -
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
Paper • 2502.19361 • Published • 28 -
Interleaved Reasoning for Large Language Models via Reinforcement Learning
Paper • 2505.19640 • Published • 15 -
SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models
Paper • 2506.04180 • Published • 34 -
Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache
Paper • 2506.11886 • Published • 20 -
Optimizing Length Compression in Large Reasoning Models
Paper • 2506.14755 • Published • 10 -
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
Paper • 2506.18841 • Published • 56 -
SpeContext: Enabling Efficient Long-context Reasoning with Speculative Context Sparsity in LLMs
Paper • 2512.00722 • Published • 15 -
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
Paper • 2512.07525 • Published • 60 -
LongCat-Flash-Thinking-2601 Technical Report
Paper • 2601.16725 • Published • 178 -
Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Paper • 2601.11868 • Published • 34 -
daVinci-Agency: Unlocking Long-Horizon Agency Data-Efficiently
Paper • 2602.02619 • Published • 52 -
WorldCompass: Reinforcement Learning for Long-Horizon World Models
Paper • 2602.09022 • Published • 20 -
REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents
Paper • 2602.14234 • Published • 26 -
LMEB: Long-horizon Memory Embedding Benchmark
Paper • 2603.12572 • Published • 63