NLPExplorer

Lei Li

Number of Papers:- 131

Number of Citations:- 13

First ACL Paper:- 2006

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

CoNLL

PACLIC

COLING

INLG

EMNLP

sdp

Findings

RANLP

MultiLing

CLP

FNP

ACL

EACL

SIGHAN

WMT

IJCNLP

AACL

IWSLT

Co-Authors:-

Animashree Anandkumar

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

LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback F i n d i n g s - N A A C L

Combating Security and Privacy Issues in the Era of Large Language Models NAACL

How Vocabulary Sharing Facilitates Multilingualism in LLaMA? F i n d i n g s - A C L

Fei Yuan | Shuai Yuan | Zhiyong Wu | Lei Li |

Large Language Models are not Fair Evaluators ACL

CMU’s IWSLT 2024 Offline Speech Translation System: A Cascaded Approach For Long-Form Robustness IWSLT

Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions F i n d i n g s - A C L

Red Teaming Visual Language Models F i n d i n g s - A C L

TempCompass: Do Video LLMs Really Understand Videos? F i n d i n g s - A C L

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models ACL

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations ACL

CMU’s IWSLT 2024 Simultaneous Speech Translation System IWSLT

Xi Xu | Siqi Ouyang | Lei Li |

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

Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement ACL

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP

Wenda Xu | Jiachen Li | William Yang Wang | Lei Li |

Learning Personalized Alignment for Evaluating Open-ended Text Generation EMNLP

A Survey on In-context Learning EMNLP

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM F i n d i n g s - E M N L P

LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages F i n d i n g s - E M N L P

LumberChunker: Long-Form Narrative Document Segmentation F i n d i n g s - E M N L P

HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation F i n d i n g s - E M N L P

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

Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems EMNLP

Learning from Mistakes via Cooperative Study Assistant for Large Language Models EMNLP

Danqing Wang | Lei Li |

FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph ACL

INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback EMNLP

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

Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter F i n d i n g s - A C L

LET: Leveraging Error Type Information for Grammatical Error Correction F i n d i n g s - A C L

Delving into the Openness of CLIP F i n d i n g s - A C L

Can Language Models Understand Physical Concepts? EMNLP

WACO: Word-Aligned Contrastive Learning for Speech Translation ACL

Siqi Ouyang | Rong Ye | Lei Li |

Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning F i n d i n g s - A C L

SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL

Extrapolating Multilingual Understanding Models as Multilingual Generators F i n d i n g s - E M N L P

Can We Edit Factual Knowledge by In-Context Learning? EMNLP

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories F i n d i n g s - E M N L P

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP

evision PDF of 'AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models F i n d i n g s - E M N L P

Siqi Ouyang | Lei Li |

Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge ACL

Pre-trained Language Models Can be Fully Zero-Shot Learners ACL

Improving Personalized Explanation Generation through Visualization ACL

STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation ACL

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL

Learning When to Translate for Streaming Speech ACL

Qian Dong | Yaoming Zhu | Mingxuan Wang | Lei Li |

Contextual Representation Learning beyond Masked Language Modeling ACL

Structural Supervision for Word Alignment and Machine Translation ACL Findings

Lei Li | Kai Fan | Hongjia Li | Chun Yuan |

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL Findings

Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation ACL Findings

Xuandong Zhao | Zhiguo Yu | Ming Wu | Lei Li |

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL

On the Impact of Noises in Crowd-Sourced Data for Speech Translation ACL IWSLT

Siqi Ouyang | Rong Ye | Lei Li |

Rethinking Document-level Neural Machine Translation ACL Findings

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Findings NAACL

Provably Confidential Language Modelling NAACL

Xuandong Zhao | Lei Li | Yu-Xiang Wang |

Cross-modal Contrastive Learning for Speech Translation NAACL

Rong Ye | Mingxuan Wang | Lei Li |

MTG: A Benchmark Suite for Multilingual Text Generation Findings NAACL

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING

Augmenting Legal Judgment Prediction with Contrastive Case Relations COLING

SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph AACL IJCNLP

EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP

ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge F i n d i n g s - E M N L P

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

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP

Instance-Guided Prompt Learning for Few-Shot Text Matching F i n d i n g s - E M N L P

Distillation-Resistant Watermarking for Model Protection in NLP F i n d i n g s - E M N L P

Xuandong Zhao | Lei Li | Yu-Xiang Wang |

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis F i n d i n g s - E M N L P

Calibrating Factual Knowledge in Pretrained Language Models F i n d i n g s - E M N L P

Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP Findings

Maosen Zhang | Nan Jiang | Lei Li | Yexiang Xue |

In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes CoNLL

Word Embedding and Topic Modeling Enhanced Multiple Features for Content Linking and Argument / Sentiment Labeling in Online Forums MultiLing WS

Lei Li | Liyuan Mao | Moye Chen |