Junfei Liu
12 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π
Keyword Champion
(3)
π
Century Club
(11)
Conferences
COLING (3)
AAAI (2)
ACL (2)
EMNLP (2)
CONLL (1)
IJCNLP (1)
SEMEVAL (1)
Top co-authors
Keywords
abstractive summarization
(4)
exposure bia
(3)
custom loss function
(3)
language model
(2)
knowledge distillation
(2)
dual-encoder network
(2)
span detection
(2)
autoregressive model
(2)
triplet relation
(2)
sequence tagging
(2)
text generation
(2)
global learning
(2)
self-paced learning
(1)
mahalanobis distance
(1)
named entity recognition
(1)
token classification
(1)
feature attribution
(1)
dialogue generation
(1)
curriculum learning
(1)
mechanistic interpretability
(1)
Papers
Verifiable LLM-Generated Text Detection via Projected Semantic-Structural Distributions
ACL 2026
Efficient Transcoder Adaptation for Fine-Tuned Models: Revealing Medical Reasoning Mechanisms in Large Language Models
AAAI 2026
Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models
AAAI 2026
Global Learning with Triplet Relations in Abstractive Summarization
CONLL 2024
Global Learning with Triplet Relations in Abstractive Summarization
EMNLP 2024
Alleviating Exposure Bias in Abstractive Summarization via Sequentially Generating and Revising
COLING 2024
Prophecy Distillation for Boosting Abstractive Summarization
COLING 2024
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection
IJCNLP 2021
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection
SEMEVAL 2021
MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection
ACL 2021
Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation
EMNLP 2021
Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension
COLING 2020