PPaperPicks

Hongliang Dai

8 papers at tracked venues · 7 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Piji Li
×6
Yixin Bu
×2
Runze Xia
×2
Guanyun Zou
×2
Zexuan Li
×2
Yangsong Lan
×1
Yupeng Ji
×1
Haodong Liu
×1
Yingying Ma
×1
Xia Zhang
×1
Dong Zhao
×1
Yadong Wang
×1

Papers

  1. CRISP: Compressing Redundancy in Chain-of-Thought via Intrinsic Saliency Pruning
    ACL 2026 ·
    Yangsong Lan
    , Hongliang Dai,
    Piji Li
  2. DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models
    ACL 2026 ·
    Yixin Bu
    ,
    Runze Xia
    ,
    Guanyun Zou
    ,
    Yupeng Ji
    , Hongliang Dai,
    Haodong Liu
    ,
    Piji Li
  3. Leveraging Label Semantics and Entity Description Generation for LLM-based Fine-grained Entity Typing
    ACL 2026 ·
    Yingying Ma
    , Hongliang Dai,
    Xia Zhang
    ,
    Piji Li
  4. Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion
    AAAI 2026 ·
    Dong Zhao
    ,
    Yadong Wang
    ,
    Xiang Chen
    ,
    Chenxi Wang
    , Hongliang Dai,
    Chuanxing Geng
    ,
    Shengzhong Zhang
    ,
    Shaoyuan Li
    ,
    Sheng-Jun Huang
  5. Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models
    AAAI 2026 ·
    Yixin Bu
    ,
    Guanyun Zou
    ,
    Renzhi Wang
    ,
    Runze Xia
    ,
    Cunjun Wang
    , Hongliang Dai,
    Xiaoqing Ma
    ,
    Piji Li
  6. Generating Diverse Training Samples for Relation Extraction with Large Language Models
    ACL 2025 ·
    Zexuan Li
    , Hongliang Dai,
    Piji Li
  7. M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models
    EMNLP 2025 ·
    Zexuan Li
    , Hongliang Dai,
    Piji Li
  8. ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
    AAAI 2024 ·
    Ziqian Zeng
    ,
    Yihuai Hong
    , Hongliang Dai,
    Huiping Zhuang
    ,
    Cen Chen