← Authors

Junlan Feng

44 papers · 2009–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (90) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (12) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (16) 🀝 Dynamic Duo (19) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (43) πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (197)

Conferences

EMNLP (14) INTERSPEECH (10) ACL (5) AAAI (4) COLING (4) IJCAI (2) NAACL (2) EACL (1) ICCV (1) ICLR (1)

Top co-authors

Chao Deng (19) Yi Huang (19) Xue Han (10) Yingying Gao (8) Xiaoting Wu (7) Zhijian Ou (7) Shilei Zhang (7) Xin Huang (5) Shujian Huang (5) Pinghui Wang (3)

Keywords

large language model (6) task-oriented dialog (5) semi-supervised learning (4) dialogue system (4) dialogue state tracking (4) task-oriented dialogue (4) reinforcement learning (4) energy-based model (3) neural network (3) entity extraction (3) knowledge retrieval (3) model compression (2) probabilistic modeling (2) language model (2) knowledge graph (2) out-of-distribution detection (2) representation learning (2) few-shot learning (2) intent classification (2) low-resource learning (2)

Papers

Self-Correction Distillation for Structured Data Question Answering AAAI 2026
MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts EMNLP 2025
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025
Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ACL 2025
Palette of Language Models: A Solver for Controlled Text Generation NAACL 2025
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM COLING 2025
LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently ICLR 2025
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025
MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025
Self-attention-based Graph-of-Thought for Math Problem Solving ACL 2025
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024
LLM as a metric critic for low resource relation identification EMNLP 2024
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations INTERSPEECH 2024
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition INTERSPEECH 2024
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification INTERSPEECH 2024
CEC: A Noisy Label Detection Method for Speaker Recognition INTERSPEECH 2024
GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model INTERSPEECH 2024
Dynamic Perceiver for Efficient Visual Recognition ICCV 2023
Multi-Action Dialog Policy Learning from Logged User Feedback AAAI 2023
Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ACL 2023
Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue EMNLP 2023
Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding EMNLP 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision INTERSPEECH 2023
State-Aware Adversarial Training for Utterance-Level Dialogue Generation EMNLP 2022
CMCC: A Comprehensive and Large-Scale Human-Human Dataset for Dialogue Systems EMNLP 2022
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation IJCAI 2022
β€œThink Before You Speak”: Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs IJCAI 2022
Meta Auxiliary Learning for Low-resource Spoken Language Understanding INTERSPEECH 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022
Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022
Information Extraction and Human-Robot Dialogue towards Real-life Tasks A Baseline Study with the MobileCS Dataset EMNLP 2022
Learning to Check Contract Inconsistencies AAAI 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021
Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning EMNLP 2020
A structure-enhanced graph convolutional network for sentiment analysis EMNLP 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning EMNLP 2020
Improved Learning of Word Embeddings with Word Definitions and Semantic Injection INTERSPEECH 2020
Meta-Reinforced Multi-Domain State Generator for Dialogue Systems ACL 2020
Code-Switching Sentence Generation by Bert and Generative Adversarial Networks INTERSPEECH 2019
Robust Sentiment Detection on Twitter from Biased and Noisy Data COLING 2010
Effects of Word Confusion Networks on Voice Search EACL 2009