Yongbin Li

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authored a paper 4 days ago

Debate Helps Weak-to-Strong Generalization

Paper • 2501.13124 • Published 7 days ago • 4

authored a paper about 2 months ago

DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling

Paper • 2412.04905 • Published Dec 6, 2024 • 7

upvoted a paper 3 months ago

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

Paper • 2411.06208 • Published Nov 9, 2024 • 19

authored 17 papers 4 months ago

Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models

Paper • 2309.12940 • Published Sep 22, 2023 • 2

Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation

Paper • 2305.02747 • Published May 4, 2023

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Paper • 2305.03111 • Published May 4, 2023 • 9

Constructive Large Language Models Alignment with Diverse Feedback

Paper • 2310.06450 • Published Oct 10, 2023 • 1

Improving Question Generation with Multi-level Content Planning

Paper • 2310.13512 • Published Oct 20, 2023

Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment

Paper • 2305.11579 • Published May 19, 2023

A Survey on Dialog Management: Recent Advances and Challenges

Paper • 2005.02233 • Published May 5, 2020

Iterative Forward Tuning Boosts In-Context Learning in Language Models

Paper • 2305.13016 • Published May 22, 2023

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents

Paper • 2305.13040 • Published May 22, 2023 • 2

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts

Paper • 2305.14839 • Published May 24, 2023 • 1

Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs

Paper • 2310.19347 • Published Oct 30, 2023 • 1

Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

Paper • 2311.03099 • Published Nov 6, 2023 • 28

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark

Paper • 2305.18212 • Published May 26, 2023

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use

Paper • 2312.04455 • Published Dec 7, 2023 • 1

One Shot Learning as Instruction Data Prospector for Large Language Models

Paper • 2312.10302 • Published Dec 16, 2023 • 3

Preference Ranking Optimization for Human Alignment

Paper • 2306.17492 • Published Jun 30, 2023 • 6

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection

Paper • 2111.14592 • Published Nov 29, 2021 • 1