Ercong Nie
21 papers · 2023–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🗺️ Taxonomy Completionist (48) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🤝 Dynamic Duo (14)
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Dynamic Duo
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(3)
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Research topics
Natural Language Processing
(16)
Resources & Methods
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Artificial Intelligence
(12)
Core AI
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Machine Learning
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Deep Learning
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Keywords
large language model
(9)
zero-shot learning
(6)
cross-lingual transfer
(4)
multilingual language model
(4)
low-resource language
(3)
in-context learning
(3)
retrieval-augmented generation
(3)
minimal pair
(3)
mechanistic interpretability
(2)
factual knowledge
(2)
sequence labeling
(2)
prompt tuning
(2)
few-shot learning
(2)
parameter-efficient fine-tuning
(2)
multilingual model
(2)
machine-generated text detection
(1)
prompt engineering
(1)
dataset creation
(1)
question answering
(1)
text classification
(1)
Papers
Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning
ACL 2026
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
ACL 2026
SAD: A Large-Scale Strategic Argumentative Dialogue Dataset
ACL 2026
XToM: Exploring the Multilingual Theory of Mind for Large Language Models
ACL 2026
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning
ACL 2025
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models
IJCNLP 2025
Language Model Re-rankers are Fooled by Lexical Similarities
ACL 2025
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence
ACL 2025
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification
IJCNLP 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
ACL 2025
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models
EMNLP 2025
Tracing Multilingual Factual Knowledge Acquisition in Pretraining
EMNLP 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs
ACL 2025
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs
COLING 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network
ACL 2024
Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text
SemEval 2024
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks
EACL 2024
Baby’s CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models
CoNLL 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla
EMNLP 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages
ACL 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration
EMNLP 2023