Monica Xiao Cheng
7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π Conference Polyglot (3) π§ Keyword Pioneer
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Keyword Champion
(2)
Conferences
EMNLP (3)
ACL (2)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
knowledge filtering
(2)
retrieval-augmented generation
(2)
natural language inference
(1)
question answering
(1)
thompson sampling
(1)
parameter-efficient fine-tuning
(1)
instruction optimization
(1)
language model fine-tuning
(1)
user personalization
(1)
policy update
(1)
open-domain question answering
(1)
context compression
(1)
query generation
(1)
attention pattern
(1)
sparse low-rank adaptation
(1)
matrix sparsity
(1)
query generation blending
(1)
noisy knowledge retrieval
(1)
external knowledge augmentation
(1)
Papers
Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
ACL 2026
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs
ACL 2026
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
NAACL 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
ICLR 2025
Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs
EMNLP 2025
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning
EMNLP 2024
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
EMNLP 2024