Mengwen Liu
8 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (9) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
ACL (3)
EACL (2)
NAACL (2)
IJCNLP (1)
Top co-authors
Keywords
abstractive summarization
(4)
text generation
(2)
transfer learning
(1)
factuality evaluation
(1)
multimodal learning
(1)
natural language understanding
(1)
multimodal large language model
(1)
decoding strategy
(1)
beam search
(1)
greedy decoding
(1)
pretrained language model
(1)
graph encoder
(1)
faithfulness evaluation
(1)
dataset generation
(1)
multi-document summarization
(1)
neural model
(1)
factual consistency
(1)
semantic faithfulness
(1)
nucleus sampling
(1)
encoder-decoder transformer
(1)
Papers
REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset
ACL 2024
Faithfulness-Aware Decoding Strategies for Abstractive Summarization
EACL 2023
Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization
EACL 2023
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations
NAACL 2022
Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters
NAACL 2021
Multi-Task Networks with Universe, Group, and Task Feature Learning
ACL 2019
Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization
IJCNLP 2015
Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization
ACL 2015