Jianpeng Cheng
14 papers · 2015–2025 · 6 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
Jump to papers ↓+5 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(67)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Natural Language Processing
(10)
Deep Learning
(8)
Understanding
(7)
Artificial Intelligence
(5)
Machine Learning
(5)
Generation
(5)
Models
(5)
Applications
(4)
Core AI
(4)
Learning Types · Machine Learning
(3)
Architectures
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
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
ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution
ACL 2025
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device
ACL 2025
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
NAACL 2024
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues
NAACL 2024
A Generative Model for Joint Natural Language Understanding and Generation
ACL 2020
Conversational Semantic Parsing for Dialog State Tracking
EMNLP 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