Luyang Kong

6 papers · 2021–2025 · 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 · Bronze 🗺️ Taxonomy Completionist (10)

Venues

EMNLP (3) NAACL (2) ACL (1)

Top co-authors

Runhui Wang (3) Davor Golac (3) Xuanqing Liu (2) Yefan Tao (2) Adit Krishnan (2) Laurent Callot (1) Yijia Xiao (1) Andrew Borthwick (1) Somin Wadhwa (1) Afshin Khashei (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Learning Paradigms (3) Natural Language Processing (2) Application Areas (2) Core Methods (2) Data Science & Analytics (1) Deep Learning (1) Applications (1) Architectures (1) Core AI (1) Generation (1) Resources & Methods (1)

Keywords

knowledge distillation (2) preference learning (1) supervised learning (1) conditional generation (1) parameter-efficient learning (1) dialogue state tracking (1) intent detection (1) benchmark dataset (1) synthetic data (1) dataset distillation (1) out-of-domain generalization (1) record linkage (1) llm agent (1) entity resolution (1) natural language explanation (1) dialogue act classification (1) code repository (1) language model embedding (1) entity matching (1) person identification (1)

Papers

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories NAACL 2025 Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings NAACL 2025 BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024 Learning from Natural Language Explanations for Generalizable Entity Matching EMNLP 2024 Textual Dataset Distillation via Language Model Embedding EMNLP 2024 Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics ACL 2021