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

QuickLLaMA: Query-aware Inference Acceleration for Large Language Models COLING 2025
Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly COLING 2025
Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
Long Context Tuning for Video Generation ICCV 2025
CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025
Towards Long Context Hallucination Detection NAACL 2025
What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs ACL 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ACL 2025
HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models EMNLP 2025
Does quantization affect models’ performance on long-context tasks? EMNLP 2025
GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction EMNLP 2025
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025
Towards Infinite-Long Prefix in Transformer EMNLP 2025
LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025
Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models NAACL 2025
IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMs NAACL 2025
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025
MiniKV: Pushing the Limits of 2-Bit KV Cache via Compression and System Co-Design for Efficient Long Context Inference ACL 2025