Siyang Liu
13 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
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Conferences
ACL (5)
EMNLP (4)
IJCNLP (2)
COLING (1)
ICML (1)
Top co-authors
Keywords
large language model
(4)
support strategy
(2)
mental health
(2)
natural language processing
(2)
dialog system
(2)
text generation
(1)
language understanding
(1)
question answering
(1)
linguistic knowledge
(1)
natural language understanding
(1)
natural language generation
(1)
affective computing
(1)
label noise
(1)
label aggregation
(1)
evaluation benchmark
(1)
preference optimization
(1)
value alignment
(1)
evaluation metric
(1)
pre-trained language model
(1)
pre-trained model
(1)
Papers
TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems
ICML 2025
Eeyore: Realistic Depression Simulation via Expert-in-the-Loop Supervised and Preference Optimization
ACL 2025
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
COLING 2024
The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models
EMNLP 2024
EmoBench: Evaluating the Emotional Intelligence of Large Language Models
ACL 2024
Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond
EMNLP 2023
You Are What You Annotate: Towards Better Models through Annotator Representations
EMNLP 2023
Rethinking and Refining the Distinct Metric
ACL 2022
Towards Emotional Support Dialog Systems
ACL 2021
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
ACL 2021
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
IJCNLP 2021
Towards Emotional Support Dialog Systems
IJCNLP 2021
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge
EMNLP 2020