NLPExplorer

Peng Li

Number of Papers:- 86

Number of Citations:- 84

First ACL Paper:- 2009

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

TACL

ACL

WMT

*SEMEVAL

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages ACL

Budget-Constrained Tool Learning with Planning F i n d i n g s - A C L

CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ACL

Model Composition for Multimodal Large Language Models ACL

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs F i n d i n g s - A C L

Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models F i n d i n g s - A C L

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL

FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP

Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP

Continual Knowledge Distillation for Neural Machine Translation ACL

Yuanchi Zhang | Peng Li | Maosong Sun | Yang Liu |

Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions F i n d i n g s - E M N L P

Ziyue Wang | Chi Chen | Peng Li | Yang Liu |

Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks F i n d i n g s - A C L

Self-Knowledge Guided Retrieval Augmentation for Large Language Models F i n d i n g s - E M N L P

Yile Wang | Peng Li | Maosong Sun | Yang Liu |

Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP

Zeyuan Yang | Peng Li | Yang Liu |

Revisiting Source Context in Nearest Neighbor Machine Translation EMNLP

Xuanhong Li | Peng Li | Po Hu |

evision PDF of 'Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL

Weakly Supervised Vision-and-Language Pre-training with Relative Representations ACL

Chi Chen | Peng Li | Maosong Sun | Yang Liu |

Hard Sample Aware Prompt-Tuning ACL

Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL

Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models ACL

Qinhong Zhou | Zonghan Yang | Peng Li | Yang Liu |

CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL

An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation ACL

Unsupervised Dependency Graph Network ACL

Packed Levitated Marker for Entity and Relation Extraction ACL

Deming Ye | Yankai Lin | Peng Li | Maosong Sun |

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL Findings

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL Findings

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL

ELLE: Efficient Lifelong Pre-training for Emerging Data ACL Findings

Fully Hyperbolic Neural Networks ACL

Knowledge Inheritance for Pre-trained Language Models NAACL

On Transferability of Prompt Tuning for Natural Language Processing NAACL

Event Detection with Dual Relational Graph Attention Networks COLING

Jiaxin Mi | Po Hu | Peng Li |

Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation EMNLP

Kaiyu Huang | Peng Li | Jin Ma | Yang Liu |

End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching EMNLP

Chi Chen | Peng Li | Maosong Sun | Yang Liu |

Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task WMT

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models F i n d i n g s - E M N L P

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP

A Template-based Method for Constrained Neural Machine Translation EMNLP

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP

Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition NAACL

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP

CLEVE: Contrastive Pre-training for Event Extraction ACL IJCNLP

Rethinking Stealthiness of Backdoor Attack against NLP Models ACL IJCNLP

Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models EMNLP

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL IJCNLP

Unsupervised Knowledge Selection for Dialogue Generation Findings

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog Findings

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP Findings

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Findings

WeChat Neural Machine Translation Systems for WMT21 EMNLP WMT

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation Findings

Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL

Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation ACL

Qiu Ran | Yankai Lin | Peng Li | Jie Zhou |

Neural Gibbs Sampling for Joint Event Argument Extraction AACL

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction AACL

Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP

Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP

MAVEN: A Massive General Domain Event Detection Dataset EMNLP

evision PDF of 'Disentangle-based Continual Graph Representation Learning EMNLP

Coreferential Reasoning Learning for Language Representation EMNLP

WeChat Neural Machine Translation Systems for WMT20 EMNLP WMT

NumNet: Machine Reading Comprehension with Numerical Reasoning EMNLP

HMEAE: Hierarchical Modular Event Argument Extraction EMNLP

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification EMNLP

Adversarial Training for Weakly Supervised Event Detection NAACL

DocRED: A Large-Scale Document-Level Relation Extraction Dataset ACL

Towards Fine-grained Text Sentiment Transfer ACL

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ACL

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention EMNLP

Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks COLING

Xiaotian Jiang | Quan Wang | Peng Li | Bin Wang |

Multi-Granularity Chinese Word Embedding EMNLP

Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation TACL

UTA DLNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation *SEMEVAL

Peng Li | Heng Huang |

UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports *SEMEVAL

Peng Li | Heng Huang |