Jianpeng Cheng
14 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(10)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(68)
💎
Century Club
(14)
🔥
Unstoppable
(6)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
ACL (6)
EMNLP (3)
NAACL (2)
AAAI (1)
CONLL (1)
EACL (1)
Top co-authors
Keywords
semantic parsing
(3)
variational inference
(2)
dialogue system
(2)
generative model
(2)
dependency parsing
(2)
logical form
(2)
natural language generation
(1)
in-context learning
(1)
few-shot learning
(1)
language modeling
(1)
syntax parsing
(1)
expectation maximization
(1)
task-oriented dialogue
(1)
intent classification
(1)
weakly supervised learning
(1)
hierarchical representation
(1)
dialogue state tracking
(1)
prompt learning
(1)
parameter sharing
(1)
natural language understanding
(1)
Papers
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device
ACL 2025
ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution
ACL 2025
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues
NAACL 2024
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
NAACL 2024
Conversational Semantic Parsing for Dialog State Tracking
EMNLP 2020
A Generative Model for Joint Natural Language Understanding and Generation
ACL 2020
Dependency Grammar Induction with a Neural Variational Transition-Based Parser
AAAI 2019
Weakly-Supervised Neural Semantic Parsing with a Generative Ranker
CONLL 2018
A Generative Parser with a Discriminative Recognition Algorithm
ACL 2017
Dependency Parsing as Head Selection
EACL 2017
Learning Structured Natural Language Representations for Semantic Parsing
ACL 2017
Long Short-Term Memory-Networks for Machine Reading
EMNLP 2016
Neural Summarization by Extracting Sentences and Words
ACL 2016
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning
EMNLP 2015