Maosong Sun

ChatMol: interactive molecular discovery with natural language
202422 citationsauthor #8
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning
20231 citationsauthor #5
ConPET: Continual Parameter-Efficient Tuning for Large Language Models
202314 citationsauthor #7
Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models
202358 citationsauthor #6
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning
20239 citationsauthor #10
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework
20236 citationsauthor #12
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules
20231 citationsauthor #10
Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models
20230 citationsauthor #7
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots
20234 citationsauthor #7
Plug-and-Play Document Modules for Pre-trained Models
20239 citationsauthor #10
UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models
20230 citationsauthor #4
Recyclable Tuning for Continual Pre-training
202317 citationsauthor #8
Rational Decision-Making Agent with Internalized Utility Judgment
202311 citationsauthor #6
Exploring Format Consistency for Instruction Tuning
202316 citationsauthor #9
UltraFeedback: Boosting Language Models with High-quality Feedback
2023541 citationsauthor #9
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation
20232 citationsauthor #7
AdaDS: Adaptive data selection for accelerating pre-trained language model knowledge distillation
20236 citationsauthor #7
CA-LoRA: Adapting Existing LoRA for Compressed LLMs to Enable Efficient Multi-Tasking on Personal Devices
20236 citationsauthor #6
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents
2023524 citationsauthor #12
Transcription between human-readable synthetic descriptions and machine-executable instructions: an application of the latest pre-training technology
20235 citationsauthor #7
Sparse Low-rank Adaptation of Pre-trained Language Models
2023104 citationsauthor #7
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
2023784 citationsauthor #13
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
2023799 citationsauthor #8
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations
2023135 citationsauthor #9
MUSER: A Multi-View Similar Case Retrieval Dataset
202313 citationsauthor #6
Tool Learning with Foundation Models
2023340 citationsauthor #41
TunesFormer: Forming Tunes with Control Codes
20232 citationsauthor #2
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
20231,263 citationsauthor #18
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback
2023376 citationsauthor #10
Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer
202311 citationsauthor #5
Emergent Modularity in Pre-trained Transformers
202337 citationsauthor #9
Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants
202325 citationsauthor #13
Predicting Emergent Abilities with Infinite Resolution Evaluation
202327 citationsauthor #12
Parameter-efficient fine-tuning of large-scale pre-trained language models
20231,002 citationsauthor #20
Empowering Private Tutoring by Chaining Large Language Models
202321 citationsauthor #5
ProAgent: From Robotic Process Automation to Agentic Process Automation
202331 citationsauthor #12
Communicative Agents for Software Development
2023350 citationsauthor #9
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval
202318 citationsauthor #4
Won’t Get Fooled Again: Answering Questions with False Premises
202346 citationsauthor #6
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises
20231 citationsauthor #6
UPRec: User-aware Pre-training for sequential Recommendation
20236 citationsauthor #5
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
202378 citationsauthor #16
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models
20239 citationsauthor #7
TunesFormer: Forming Irish Tunes with Control Codes by Bar Patching
202319 citationsauthor #4
Plug-and-Play Knowledge Injection for Pre-trained Language Models
202317 citationsauthor #10
Weakly Supervised Vision-and-Language Pre-training with Relative Representations
20232 citationsauthor #3
WebCPM: Interactive Web Search for Chinese Long-form Question Answering
2023115 citationsauthor #14
CCOM-HuQin: an Annotated Multimodal Chinese Fiddle Performance Dataset
202212 citationsauthor #5
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
20222 citationsauthor #4
A deep-learning system bridging molecule structure and biomedical text with comprehension comparable to human professionals
2022184 citationsauthor #4
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
202224 citationsauthor #4
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models
2022230 citationsauthor #20
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation
20220 citationsauthor #4
An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation
202215 citationsauthor #5
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information
20226 citationsauthor #5
Sampling with Attribute-Related Information for Controlling Language Models
20221 citationsauthor #2
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP
2022102 citationsauthor #7
Fine-Grained Scene Graph Generation with Data Transfer
2022114 citationsauthor #6
Symphony Generation with Permutation Invariant Language Model
202255 citationsauthor #7
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks
202299 citationsauthor #6
Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models
202227 citationsauthor #11
Exploring Mode Connectivity for Pre-trained Language Models
202227 citationsauthor #8
Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task
202224 citationsauthor #2
Influence of musical elements on the perception of 'Chinese style' in music
202216 citationsauthor #3
Prompt Gating: A Parameter Efficient Tuning Method for Zero-Shot Multi-Source Translation
20221 citationsauthor #4
QuoteR: A Benchmark of Quote Recommendation for Writing
202217 citationsauthor #6
BMCook: A Task-agnostic Compression Toolkit for Big Models
20224 citationsauthor #9
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models
20222 citationsauthor #6
Continually Learning from Existing Models: Knowledge Accumulation for Neural Machine Translation
20220 citationsauthor #3
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset
202295 citationsauthor #10
Sparse Structure Search for Parameter-Efficient Tuning
202220 citationsauthor #7
Sparse Structure Search for Delta Tuning
202225 citationsauthor #7
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages
202212 citationsauthor #5
Efficient and Training-Free Control of Language Generation
20221 citationsauthor #2
Continual Knowledge Distillation for Neural Machine Translation
20227 citationsauthor #3
End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching
20226 citationsauthor #3
Prompt Tuning for Discriminative Pre-trained Language Models
202236 citationsauthor #8
A Roadmap for Big Model
202217 citationsauthor #83
A Template-based Method for Constrained Neural Machine Translation
20224 citationsauthor #5
A Unified Understanding of Deep NLP Models for Text Classification
202239 citationsauthor #7
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference
20226 citationsauthor #2
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models
20222 citationsauthor #6
FPT: Improving Prompt Tuning Efficiency via Progressive Training
20226 citationsauthor #5
Decoder Tuning: Efficient Language Understanding as Decoding
20227 citationsauthor #6
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning
20222 citationsauthor #8
Visually Grounded Commonsense Knowledge Acquisition
20226 citationsauthor #11
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning
20222 citationsauthor #8
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models
202244 citationsauthor #7
ELLE: Efficient Lifelong Pre-training for Emerging Data
202285 citationsauthor #6
Chord-Conditioned Melody Choralization with Controllable Harmonicity and Polyphonicity
20222 citationsauthor #3
G AMMA S AMPLING : F INE - GRAINED C ONTROLLING L ANGUAGE M ODELS WITHOUT T RAINING
20220 citationsauthor #2
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models
202211 citationsauthor #4
BMInf: An Efficient Toolkit for Big Model Inference and Tuning
20226 citationsauthor #9
Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention
20224 citationsauthor #4
Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework
202110 citationsauthor #7
Packed Levitated Marker for Entity and Relation Extraction
2021131 citationsauthor #4
: Conditional Computation of Transformer Models for Efﬁcient Inference
20218 citationsauthor #5
Pack Together: Entity and Relation Extraction with Levitated Marker
202119 citationsauthor #3
Learning to Generate Explainable Plots for Neural Story Generation
202110 citationsauthor #6
Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases
202111 citationsauthor #5

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