Jiangnan Li
25 papers · 2021–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (70) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(12)
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Topic Evolution
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(148)
Top co-authors
Research topics
Machine Learning
(17)
Natural Language Processing
(16)
Artificial Intelligence
(15)
Core AI
(13)
Deep Learning
(11)
Learning Types Β· Machine Learning
(11)
Applications
(10)
Core Methods
(7)
Generation
(7)
Learning Types Β· Deep Learning
(6)
Learning Paradigms
(4)
Computer Science
(3)
Application Areas
(3)
Architectures
(3)
Models
(3)
Keywords
large language model
(4)
dialogue generation
(4)
question answering
(3)
text generation
(3)
dense retrieval
(3)
consistency regularization
(2)
knowledge selection
(2)
information retrieval
(2)
local search
(2)
dialogue system
(2)
commonsense knowledge
(2)
context modeling
(2)
text classification
(1)
natural language processing
(1)
zero-shot learning
(1)
cluster analysis
(1)
structured prediction
(1)
reinforcement learning
(1)
neural network pruning
(1)
few-shot learning
(1)
Papers
CONGRAD: Conflicting Gradient Filtering for Multilingual Preference Alignment
EACL 2026
Evidential Deep Partial Label Learning to Quantify Disambiguation Uncertainty
CVPR 2026
Improving Exact Algorithm for Pseudo Boolean Optimization with Two New Phase Selection Heuristics
AAAI 2026
Situated Embedding Models for Context-Aware Dense Retrieval
ACL 2026
A Novel Local Search Algorithm for the Vertex Bisection Minimization Problem
IJCAI 2025
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings
EMNLP 2025
NuMDS: An Efficient Local Search Algorithm for Minimum Dominating Set Problem
IJCAI 2025
Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference
COLING 2025
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters
ACL 2025
The Stochastic Parrot on LLMβs Shoulder: A Summative Assessment of Physical Concept Understanding
NAACL 2025
Enhancing Multi-Label Classification via Dynamic Label-Order Learning
AAAI 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions
ACL 2024
Plot Retrieval as an Assessment of Abstract Semantic Association
ACL 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation
AAAI 2024
Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation
EMNLP 2023
Personality Understanding of Fictional Characters during Book Reading
ACL 2023
Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension
ACL 2023
Set Learning for Generative Information Extraction
EMNLP 2023
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models
NeurIPS 2022
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection
EMNLP 2022
Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge
IJCAI 2022
TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation
COLING 2022
Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection
COLING 2022
Learning Class-Transductive Intent Representations for Zero-shot Intent Detection
IJCAI 2021
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge
EMNLP 2021