Sheng Bi
14 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (6)
πΊοΈ
Taxonomy Completionist
(32)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π€
Dynamic Duo
(12)
β
The Questioner
(2)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(62)
π
Century Club
(13)
Conferences
ACL (6)
COLING (4)
AAAI (1)
EMNLP (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(4)
multimodal large language model
(4)
question generation
(3)
few-shot learning
(2)
machine unlearning
(2)
reinforcement learning
(2)
instruction tuning
(2)
knowledge graph
(2)
knowledge editing
(1)
multimodal learning
(1)
knowledge distillation
(1)
commonsense knowledge
(1)
text generation
(1)
knowledge base
(1)
attention mechanism
(1)
hierarchical structure
(1)
natural language generation
(1)
emotion detection
(1)
generative model
(1)
cross-lingual transfer
(1)
Papers
SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning
ACL 2026
Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models
ACL 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM
COLING 2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
AAAI 2025
Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning
ACL 2025
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs
ACL 2025
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
NIPS 2024
TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection
ACL 2024
PRIMO: Progressive Induction for Multi-hop Open Rule Generation
COLING 2024
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
ACL 2021
Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model
EMNLP 2021
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
IJCNLP 2021
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism
COLING 2020
Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases
COLING 2020