Shaoxiong Feng
28 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (8) π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(59)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π€
Dynamic Duo
(27)
β‘
Prolific Year
(9)
ποΈ
Keyword Collector
(127)
π₯
Unstoppable
(6)
π
Century Club
(27)
Conferences
ACL (10)
AAAI (5)
EMNLP (5)
NAACL (3)
ICLR (2)
EACL (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(9)
dialogue generation
(8)
knowledge distillation
(5)
dialogue system
(3)
latent variable
(3)
representation learning
(3)
response diversity
(2)
conditional variational autoencoder
(2)
text generation
(2)
mathematical reasoning
(2)
model compression
(2)
benchmark evaluation
(2)
collaborative learning
(2)
feature representation
(2)
chain-of-thought reasoning
(2)
language model alignment
(2)
parameter efficient
(2)
response generation
(2)
knowledge transfer
(1)
variational inference
(1)
Papers
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
ACL 2026
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
ACL 2025
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
ACL 2025
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
ACL 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment
EMNLP 2025
Speculative Decoding for Multi-Sample Inference
EMNLP 2025
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
ICLR 2025
CogLM: Tracking Cognitive Development of Large Language Models
NAACL 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
NAACL 2025
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
ACL 2024
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
ACL 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
ACL 2024
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
ICLR 2024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification
NIPS 2024
Generative Dense Retrieval: Memory Can Be a Burden
EACL 2024
Focused Large Language Models are Stable Many-Shot Learners
EMNLP 2024
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
AAAI 2024
BatchEval: Towards Human-like Text Evaluation
ACL 2024
Heterogeneous-Branch Collaborative Learning for Dialogue Generation
AAAI 2023
Diversifying Neural Dialogue Generation via Negative Distillation
NAACL 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder
EMNLP 2022
Hierarchical Inductive Transfer for Continual Dialogue Learning
ACL 2022
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders
ACL 2021
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders
IJCNLP 2021
Collaborative Group Learning
AAAI 2021
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation
AAAI 2021
Regularizing Dialogue Generation by Imitating Implicit Scenarios
EMNLP 2020
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network
AAAI 2020