Papers
169 papers found
Beyond Sampling: Self-Sorting for Long-Context Ranking
Juseon Do, Sungwoo Han, Jingun Kwon et al.
AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic
Omar Elshehy, Omer Nacar, Abdelbasset Djamai et al.
CTX-Coder: Cross-Attention Architectures Empower LLMs for Long-Context Vulnerability Detection
Jujie Wang, Kangfeng Zheng, Bin Wu et al.
ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
Changwen Xing, SamZaak Wong, Xinlai Wan et al.
Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization
Xueyu Chen, Kaitao Song, Zifan Song et al.
Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models
Yu Fu, Haz Sameen Shahgir, Hui Liu et al.
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs
Junlong Jia, Xing Wu, Chaochen Gao et al.
SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning
Lingkun Long, Rubing Yang, Yushi Huang et al.
RetroLM: Retrieval-Augmented KVs for Long-Context Processing
Kun Luo, Zheng Liu, Shitao Xiao et al.
CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning
Zechen Sun, Zecheng Tang, Juntao Li et al.
ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation
Siqi Sun, Ben Peng Wu, Mali Jin et al.
bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla
Adnan Ahmad, Labiba Adiba, Namirah Rasul et al.
SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification
Mohamed Elaraby, Jyoti Prakash Maheswari
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval over haystacks
Amey Hengle, Prasoon Bajpai, Soham Dan et al.
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers
Takaaki Hori, Niko Moritz, Chiori Hori et al.