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73 papers

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large language model (13587) long context (121) positional encoding (182) language model (4599) attention mechanism (4001) retrieval-augmented generation (1592) question answering (2963) in-context learning (1405) length extrapolation (31) rotary position embedding (32)

Papers

A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025
The time scale of redundancy between prosody and linguistic context ACL 2025
What is the Best Sequence Length for BabyLM? EMNLP 2025
Memory OS of AI Agent EMNLP 2025
SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025
∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024
SnapKV: LLM Knows What You are Looking for Before Generation NIPS 2024
Contextualizing Generated Citation Texts COLING 2024
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024
Many-shot Jailbreaking NIPS 2024
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP EMNLP 2024
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models EMNLP 2024
Exploring Context Window of Large Language Models via Decomposed Positional Vectors NIPS 2024
MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models COLING 2024
Order Up! Micromanaging Inconsistencies in ChatGPT-4o Text Analyses EMNLP 2024
Long-Context Language Modeling with Parallel Context Encoding ACL 2024
EPFL-MAKE at “Discharge Me!”: An LLM System for Automatically Generating Discharge Summaries of Clinical Electronic Health Record ACL 2024
SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models EMNLP 2024
LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024
When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024
PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024
Utilizing Longer Context than Speech Bubbles in Automated Manga Translation COLING 2024
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models NAACL 2024
Make Your LLM Fully Utilize the Context NIPS 2024
LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024