Linqi Song
29 papers · 2020–2025 · 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.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (62) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
β‘
Prolific Year Β· Prolific
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(144)
Top co-authors
Research topics
Artificial Intelligence
(21)
Machine Learning
(21)
Core AI
(19)
Natural Language Processing
(17)
Deep Learning
(12)
Generation
(10)
Learning Types Β· Machine Learning
(9)
Resources & Methods
(8)
Application Areas
(6)
Core Methods
(6)
Learning Types Β· Deep Learning
(5)
Architectures
(4)
Learning Paradigms
(4)
Models
(3)
Optimization & Theory
(3)
Keywords
large language model
(12)
language model
(4)
text generation
(4)
mathematical reasoning
(3)
data synthesis
(2)
dialogue understanding
(2)
graph neural network
(2)
knowledge distillation
(2)
model compression
(2)
meeting summarization
(2)
model editing
(2)
representation learning
(2)
theorem proving
(2)
logical reasoning
(2)
zero-shot learning
(2)
chain-of-thought reasoning
(2)
self-supervised learning
(2)
benchmark evaluation
(2)
semantic role labeling
(2)
open-vocabulary detection
(1)
Papers
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling
ICLR 2025
OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling
ICLR 2025
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models
ACL 2025
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
ICLR 2025
VOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking
ICCV 2025
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
EMNLP 2025
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation
ACL 2024
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
ACL 2024
CLOMO: Counterfactual Logical Modification with Large Language Models
ACL 2024
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
NeurIPS 2024
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving
NeurIPS 2024
LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation
EMNLP 2024
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
ICLR 2024
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
EMNLP 2024
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric
CVPR 2024
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
ICLR 2024
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
ACL 2024
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
ICLR 2024
Understanding and Patching Compositional Reasoning in LLMs
ACL 2024
Fine-grained Conversational Decoding via Isotropic and Proximal Search
EMNLP 2023
Learning Locality and Isotropy in Dialogue Modeling
ICLR 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts
EMNLP 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset
ACL 2023
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings
ACL 2022
Hiding Images in Deep Probabilistic Models
NeurIPS 2022
Zero-shot Cross-lingual Conversational Semantic Role Labeling
NAACL 2022
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling
EMNLP 2021
Domain-Adaptive Pretraining Methods for Dialogue Understanding
ACL 2021
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter
EMNLP 2020