conftrace_

long context

121 papers

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Co-occurring keywords

large language model (13587) language model (4599) question answering (2963) attention mechanism (4001) context window (73) retrieval-augmented generation (1592) kv cache (74) efficient computing (781) information retrieval (1514) context length (48)

Papers

Can Calibration of Positional Encodings Enhance Long Context Utilization? EACL 2026
HitKV: Activation Frequency Knows Which Tokens Are Important AAAI 2026
Speech-Aware Long Context Pruning and Integration for Contextualized Automatic Speech Recognition AAAI 2026
We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026
KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference EACL 2026
Flora: Effortless Context Construction to Arbitrary Length and Scale AAAI 2026
PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference EACL 2026
HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models AAAI 2026
MiniKV: Pushing the Limits of 2-Bit KV Cache via Compression and System Co-Design for Efficient Long Context Inference ACL 2025
Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ACL 2025
Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025
100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025
Squeezed Attention: Accelerating Long Context Length LLM Inference ACL 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025
Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025
Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly COLING 2025
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025
Towards Infinite-Long Prefix in Transformer EMNLP 2025
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025
Long Context Tuning for Video Generation ICCV 2025