Jinglei Chen

4 papers · 2024–2025 · 2 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 (15) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (2)

Top co-authors

Zujie Liang (3) Yanghua Xiao (3) Jiaqing Liang (3) Feng Wei (3) Bo Zheng (2) Zhenghong Hao (2) Bing Han (2) Wei Shi (1) Sheng Guo (1) Xinhui Wu (1)

Research topics

Natural Language Processing (4) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Resources & Methods (3) Generation (2) Learning Types (2) Optimization & Theory (2) Deep Learning (1) Application Areas (1) Models (1)

Keywords

large language model (4) zero-shot learning (1) in-context learning (1) question answering (1) information retrieval (1) inductive reasoning (1) knowledge probing (1) confidence calibration (1) language model (1) uncertainty estimation (1) retrieval-augmented generation (1) reasoning model (1) hallucination detection (1) knowledge boundary (1) long context (1) process reward (1) confidence estimation (1) deductive reasoning (1) context compression (1) concept reasoning (1)

Papers

LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025 CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ACL 2024 SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024