Publications by Tags
AI for Drug
- » Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning (KDD 2024)
- » On Pre-training Language Model for Antibody (ICLR 2023)
- » Accelerating Antimicrobial Peptide Discovery with Latent Structure (KDD 2023)
Benchmark
- » On Pre-training Language Model for Antibody (ICLR 2023)
- » CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level (NLPCC 2022)
- » MTG: A Benchmark Suite for Multilingual Text Generation (NAACL Findings 2022)
- » Contrastive Aligned Joint Learning for Multilingual Summarization (ACL Findings 2021)
Code Generation
Top ⇈Evaluation
- » Learning Personalized Alignment for Evaluating Open-ended Text Generation (EMNLP 2024)
- » InstructScore: Towards Explainable Text Generation Evaluation with Automatic Feedback (EMNLP 2023)
Graph Neural Network
- » Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning (KDD 2024)
- » Heterogeneous Graph Neural Networks for Extractive Document Summarization (ACL 2020)
Large Language Model
- » Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models
- » TypedThinker: Typed Thinking Improves Large Language Model Reasoning
- » Learning Personalized Alignment for Evaluating Open-ended Text Generation (EMNLP 2024)
- » InstructScore: Towards Explainable Text Generation Evaluation with Automatic Feedback (EMNLP 2023)
- » Learning from Mistakes via Cooperative Study Assistant for Large Language Models (EMNLP 2023)
- » ALGO: synthesizing algorithmic programs with LLM-generated oracle verifiers (NeurIPS 2023)
Molecule
- » Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning (KDD 2024)
Multi-agent Reasoning
- » Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models
- » TypedThinker: Typed Thinking Improves Large Language Model Reasoning
- » Learning from Mistakes via Cooperative Study Assistant for Large Language Models (EMNLP 2023)
Multilingual Generation
- » MTG: A Benchmark Suite for Multilingual Text Generation (NAACL Findings 2022)
- » Contrastive Aligned Joint Learning for Multilingual Summarization (ACL Findings 2021)
Personalization
Top ⇈Protein & Peptite
- » On Pre-training Language Model for Antibody (ICLR 2023)
- » Accelerating Antimicrobial Peptide Discovery with Latent Structure (KDD 2023)
Text Summarization
- » CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level (NLPCC 2022)
- » Enhancing Scientific Papers Summarization with Citation Graph (AAAI 2021)
- » Contrastive Aligned Joint Learning for Multilingual Summarization (ACL Findings 2021)
- » CDEvalSumm: An Empirical Study of Cross-dataset Evaluation for Neural Summarization Systems (EMNLP Findings 2020)
- » Heterogeneous Graph Neural Networks for Extractive Document Summarization (ACL 2020)
- » Extractive Summarization as Text Matching (ACL 2020)
- » Searching for Effective Neural Extractive Summarization: What Works and What's Next (ACL 2019)