Linqi Song
30 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Conference Polyglot (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(60)
π€
Dynamic Duo
(12)
π§¬
Topic Evolution
π₯
Unstoppable
(6)
β
The Questioner
π
Century Club
(30)
ποΈ
Keyword Collector
(122)
β‘
Prolific Year
(13)
Conferences
ACL (9)
EMNLP (7)
ICLR (7)
NIPS (3)
CVPR (1)
ICCV (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(6)
language model
(5)
text generation
(4)
dialogue understanding
(3)
semantic role labeling
(2)
benchmark evaluation
(2)
knowledge distillation
(2)
chain-of-thought reasoning
(2)
graph neural network
(2)
model editing
(2)
model compression
(2)
logical reasoning
(2)
meeting summarization
(2)
self-supervised learning
(2)
domain-adaptive pretraining
(2)
theorem proving
(1)
open-vocabulary detection
(1)
zero-shot learning
(1)
model quantization
(1)
object detection
(1)
Papers
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling
ICLR 2025
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models
ACL 2025
VOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking
ICCV 2025
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
ICLR 2025
OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling
ICLR 2025
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
EMNLP 2025
CLOMO: Counterfactual Logical Modification with Large Language Models
ACL 2024
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
ACL 2024
Understanding and Patching Compositional Reasoning in LLMs
ACL 2024
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric
CVPR 2024
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
ICLR 2024
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
ICLR 2024
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
NIPS 2024
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving
NIPS 2024
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation
ACL 2024
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
ACL 2024
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
EMNLP 2024
LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation
EMNLP 2024
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
ICLR 2024
Fine-grained Conversational Decoding via Isotropic and Proximal Search
EMNLP 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
Learning Locality and Isotropy in Dialogue Modeling
ICLR 2023
Zero-shot Cross-lingual Conversational Semantic Role Labeling
NAACL 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings
ACL 2022
Hiding Images in Deep Probabilistic Models
NIPS 2022
Domain-Adaptive Pretraining Methods for Dialogue Understanding
ACL 2021
Domain-Adaptive Pretraining Methods for Dialogue Understanding
IJCNLP 2021
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling
EMNLP 2021
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter
EMNLP 2020