NLPExplorer

Lingpeng Kong

Number of Papers:- 43

Number of Citations:- 90

First ACL Paper:- 2014

Latest ACL Paper:- 2024

Venues:-

NAACL

EMNLP

Findings

TACL

ACL

EACL

SIGHAN

IJCNLP

Co-Authors:-

Similar Authors:-

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis F i n d i n g s - N A A C L

Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation F i n d i n g s - A C L

Large Language Models are not Fair Evaluators ACL

BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models F i n d i n g s - A C L

LoRA Meets Dropout under a Unified Framework F i n d i n g s - A C L

PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ACL

GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers ACL

SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving ACL

Xueliang Zhao | Xinting Huang | Wei Bi | Lingpeng Kong |

Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models ACL

L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL

Retrieved Sequence Augmentation for Protein Representation Learning EMNLP

VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP

Generating Data for Symbolic Language with Large Language Models EMNLP

Jiacheng Ye | Chengzu Li | Lingpeng Kong | Tao Yu |

Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation F i n d i n g s - A C L

DetGPT: Detect What You Need via Reasoning EMNLP

Can Language Models Understand Physical Concepts? EMNLP

DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models F i n d i n g s - E M N L P

Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL

Zhiyong Wu | Yaoxiang Wang | Jiacheng Ye | Lingpeng Kong |

Explanation Regeneration via Information Bottleneck F i n d i n g s - A C L

Qintong Li | Zhiyong Wu | Lingpeng Kong | Wei Bi |

SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation F i n d i n g s - A C L

A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment ACL

INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ACL

ABC: Attention with Bounded-memory Control ACL

Lexical Knowledge Internalization for Neural Dialog Generation ACL

Event Transition Planning for Open-ended Text Generation ACL Findings

Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL

Jakob Prange | Nathan Schneider | Lingpeng Kong |

ZeroGen: Efficient Zero-shot Learning via Dataset Generation EMNLP

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP

The Devil in Linear Transformer EMNLP

ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback F i n d i n g s - E M N L P

An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP

Cascaded Head-colliding Attention ACL IJCNLP

Lin Zheng | Zhiyong Wu | Lingpeng Kong |

Adaptive Semiparametric Language Models TACL

Dani Yogatama | Cyprien de Masson d’Autume | Lingpeng Kong |

Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation ACL IJCNLP