Yilin Niu
11 papers · 2017–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (8)
IJCNLP (2)
ICML (1)
Top co-authors
Keywords
question answering
(2)
large language model
(2)
semantic similarity
(2)
generative model
(2)
commonsense reasoning
(2)
unsupervised learning
(2)
machine reading comprehension
(1)
model alignment
(1)
reward model
(1)
data selection
(1)
influence function
(1)
supervised fine-tuning
(1)
evaluation benchmark
(1)
long context
(1)
word embedding
(1)
word similarity
(1)
neural model
(1)
evidence extraction
(1)
commonsense question answering
(1)
judge model
(1)
Papers
Data Efficient RLVR via Off-Policy Influence Guidance
ACL 2026
IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation
ACL 2026
IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation
ACL 2026
LongReward: Improving Long-context Large Language Models with AI Feedback
ACL 2025
Towards Efficient Exact Optimization of Language Model Alignment
ICML 2024
A Semantic-based Method for Unsupervised Commonsense Question Answering
IJCNLP 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training
IJCNLP 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training
ACL 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering
ACL 2021
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction
ACL 2020
Improved Word Representation Learning with Sememes
ACL 2017