Daben Liu
11 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (27)
π§
Keyword Pioneer
π
Century Club
(11)
β‘
Prolific Year
(7)
ποΈ
Keyword Collector
(65)
Conferences
EMNLP (5)
EACL (2)
AACL (1)
COLING (1)
IJCNLP (1)
INTERSPEECH (1)
Top co-authors
Keywords
retrieval-augmented generation
(7)
uncertainty quantification
(3)
large language model
(2)
language model
(2)
context selection
(2)
question answering
(2)
fact verification
(1)
model merging
(1)
model robustness
(1)
readability assessment
(1)
information retrieval
(1)
sequence classification
(1)
synthetic data generation
(1)
fault detection
(1)
embedding learning
(1)
generative model
(1)
acoustic model
(1)
human judgment
(1)
deep neural network
(1)
perturbation analysis
(1)
Papers
DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation
EACL 2026
RAFFLES: Reasoning-based Attribution of Faults for LLM Systems
EACL 2026
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation
EMNLP 2025
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
EMNLP 2025
Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics
EMNLP 2025
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation
EMNLP 2025
FB-RAG: Improving RAG with Forward and Backward Lookup
IJCNLP 2025
FB-RAG: Improving RAG with Forward and Backward Lookup
AACL 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
An Automatic Method to Estimate Correctness of RAG
COLING 2025
Improving DNN Bluetooth Narrowband Acoustic Models by Cross-Bandwidth and Cross-Lingual Initialization
INTERSPEECH 2017