Chunlei Xin
9 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Learning Types · Machine Learning
(6)
Natural Language Processing
(5)
Core AI
(5)
Deep Learning
(3)
Core Methods
(3)
Application Areas
(2)
Applications
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Architectures
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
semantic parsing
(3)
open-domain question answering
(2)
contrastive learning
(1)
multi-task learning
(1)
bayesian learning
(1)
transfer learning
(1)
sparse autoencoder
(1)
latent space
(1)
semantic analysis
(1)
passage retrieval
(1)
reinforcement learning from human feedback
(1)
autoregressive model
(1)
reward model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
knowledge distillation
(1)
zero-shot learning
(1)
retrieval-augmented generation
(1)
noise handling
(1)
representation learning
(1)
Papers
AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing
AAAI 2026
Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering
COLING 2025
Sparse Latents Steer Retrieval-Augmented Generation
ACL 2025
Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning
COLING 2024
Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering
EMNLP 2024
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing
ACL 2023
Dialogue Rewriting via Skeleton-Guided Generation
AAAI 2023
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing
EMNLP 2022
From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding
ACL 2021