Generative Query Suggestion via Intent Coverage and Query-Level Credit Assignment
cs.LG
Submitted: 2026-09-16
Updated: 2026-09-16
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- GPT-4 Technical Report
- Generating Query Recommendations via LLMs
- TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation
- UniSearch: Rethinking Search System with a Unified Generative Architecture
- Process Reinforcement through Implicit Rewards
- OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
- OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
- How Can Recommender Systems Benefit from Large Language Models: A Survey
- G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
- Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
- StepWiser: Stepwise Generative Judges for Wiser Reasoning
- Qwen3 Technical Report
- FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
- From Clicks to Preference: A Multi-stage Alignment Framework for Generative Query Suggestion in Conversational System
- Promoting Efficient Reasoning with Verifiable Stepwise Reward
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks