Shuqian Sheng

4 papers · 2023–2024 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird ❓ The Questioner

🌈 Renaissance Researcher (5)

Venues

ACL (2) EMNLP (1) NAACL (1)

Top co-authors

Xinbing Wang (4) Chenghu Zhou (4) Yi Xu (4) Luoyi Fu (4) Lei Zhou (2) Jiaxin Ding (2) Bo Xue (1) Xiaoying Gan (1) Zanwei Shen (1) Tianhang Zhang (1)

Research topics

Knowledge & Reasoning (2) Machine Learning (2) Natural Language Processing (2) Learning Types (2) Representation (2) Data Science & Analytics (1) Deep Learning (1) Interdisciplinary (1) Core Methods (1) Generation (1) Linguistics (1) Methods (1) Models (1) Resources & Methods (1)

Keywords

knowledge graph (2) representation learning (1) link prediction (1) information extraction (1) natural language generation (1) text generation (1) temporal analysis (1) human judgment (1) language model (1) evaluation metric (1) correlation analysis (1) sequence-to-sequence model (1) reference-based metrics (1) text evaluation (1) reference-free metric (1) graph-to-text generation (1) text-to-graph extraction (1) direction vector (1) llm representation (1) pair-wise selection (1)

Papers

Is Reference Necessary in the Evaluation of NLG Systems? When and Where? NAACL 2024 RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024 Exploring and Verbalizing Academic Ideas by Concept Co-occurrence ACL 2023 Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model ACL 2023