Siyang Liu

11 papers · 2020–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+6 more ↓

🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🧬 Topic Evolution 👥 Mega-Team · Squad ❓ The Questioner 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🗃️ Keyword Collector (64)

Venues

ACL (5) EMNLP (4) COLING (1) ICML (1)

Top co-authors

Minlie Huang (6) Rada Mihalcea (6) Sahand Sabour (4) Naihao Deng (3) Winston Wu (2) Siqi Shen (2) Pei Ke (2) Xiaoyan Zhu (2) Andrew Lee (2) Laura Biester (2)

Research topics

Natural Language Processing (9) Machine Learning (8) Artificial Intelligence (7) Core AI (6) Generation (5) Learning Types (5) Resources & Methods (5) Deep Learning (3) Interdisciplinary (3) Applications (3) Core Methods (3) Application Areas (2) Models (2) Social (2) Learning Paradigms (1)

Keywords

large language model (4) mental health (2) natural language processing (2) question answering (1) language understanding (1) text generation (1) natural language generation (1) preference optimization (1) natural language understanding (1) linguistic knowledge (1) pre-trained model (1) affective computing (1) label noise (1) label aggregation (1) variance (1) masked language model (1) value alignment (1) evaluation benchmark (1) evaluation metric (1) conversational ai (1)

Papers

Eeyore: Realistic Depression Simulation via Expert-in-the-Loop Supervised and Preference Optimization ACL 2025 TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems ICML 2025 EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL 2024 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 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 PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support ACL 2021 Towards Emotional Support Dialog Systems ACL 2021 SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020