NLPExplorer

Furu Wei

Number of Papers:- 142

Number of Citations:- 465

First ACL Paper:- 2008

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

LREC

ACL

AdaptNLP

EACL

WMT

*SEMEVAL

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

Language Models as Inductive Reasoners EACL

Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation F i n d i n g s - E A C L

Learning to Retrieve In-Context Examples for Large Language Models EACL

Liang Wang | Nan Yang | Furu Wei |

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration NAACL

Low-code LLM: Graphical User Interface over Large Language Models NAACL

HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL

Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References NAACL

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL

Se2: Sequential Example Selection for In-Context Learning F i n d i n g s - A C L

Improving Text Embeddings with Large Language Models ACL

ResLoRA: Identity Residual Mapping in Low-Rank Adaption F i n d i n g s - A C L

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines F i n d i n g s - A C L

Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL

WavLLM: Towards Robust and Adaptive Speech Large Language Model F i n d i n g s - E M N L P

LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP

Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP

Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL

On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation F i n d i n g s - A C L

Query2doc: Query Expansion with Large Language Models EMNLP

Liang Wang | Nan Yang | Furu Wei |

TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets F i n d i n g s - E M N L P

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation F i n d i n g s - E M N L P

Tuna: Instruction Tuning using Feedback from Large Language Models F i n d i n g s - E M N L P

Pre-training Language Model as a Multi-perspective Course Learner F i n d i n g s - A C L

Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers F i n d i n g s - A C L

Multiview Identifiers Enhanced Generative Retrieval ACL

Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP

Syllogistic Reasoning for Legal Judgment Analysis EMNLP

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP

Pre-Training to Learn in Context ACL

Yuxian Gu | Li Dong | Furu Wei | Minlie Huang |

Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting F i n d i n g s - E M N L P

A Length-Extrapolatable Transformer ACL

GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL

Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning ACL

CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL

Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption ACL Findings

Attention Temperature Matters in Abstractive Summarization Distillation ACL

Shengqiang Zhang | Xingxing Zhang | Hangbo Bao | Furu Wei |

XLM-E: Cross-lingual Language Model Pre-training via ELECTRA ACL

Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL

StableMoE: Stable Routing Strategy for Mixture of Experts ACL

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding ACL Findings

MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL

Junlong Li | Yiheng Xu | Lei Cui | Furu Wei |

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing ACL

Controllable Natural Language Generation with Contrastive Prefixes ACL Findings

Knowledge Neurons in Pretrained Transformers ACL

Plug and Play Knowledge Distillation for kNN-LM with External Logits AACL IJCNLP

Xuyang Jin | Tao Ge | Furu Wei |

Snapshot-Guided Domain Adaptation for ELECTRA F i n d i n g s - E M N L P

SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training EMNLP

CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation F i n d i n g s - E M N L P

XDoc: Unified Pre-training for Cross-Format Document Understanding F i n d i n g s - E M N L P

Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt EMNLP

Distilled Dual-Encoder Model for Vision-Language Understanding EMNLP

PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP

Tao Ge | Si-Qing Chen | Furu Wei |

Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings AdaptNLP EACL

Tianyu Chen | Shaohan Huang | Furu Wei | Jianxin Li |

Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge NAACL

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training NAACL

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL IJCNLP

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding ACL IJCNLP

Xin Sun | Tao Ge | Furu Wei | Houfeng Wang |

Multilingual Agreement for Multilingual Neural Machine Translation ACL IJCNLP

Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP

xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ACL IJCNLP

Jointly Learning to Repair Code and Generate Commit Message EMNLP

mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs EMNLP

Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains Findings

Memory-Efficient Differentiable Transformer Architecture Search Findings

MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers Findings

Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression EMNLP

Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task EMNLP WMT

Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP

SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation ACL IJCNLP

Consistency Regularization for Cross-Lingual Fine-Tuning ACL IJCNLP

Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training EMNLP

Grammar-Based Patches Generation for Automated Program Repair Findings

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL IJCNLP

Learning to Sample Replacements for ELECTRA Pre-Training Findings

LayoutReader: Pre-training of Text and Layout for Reading Order Detection EMNLP

Harvesting and Refining Question-Answer Pairs for Unsupervised QA ACL

Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL

Investigating Learning Dynamics of BERT Fine-Tuning AACL

Yaru Hao | Li Dong | Furu Wei | Ke Xu |

Can Monolingual Pretrained Models Help Cross-Lingual Classification? AACL

UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL

Canwen Xu | Tao Ge | Chenliang Li | Furu Wei |

DocBank: A Benchmark Dataset for Document Layout Analysis COLING

At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization COLING

Qingyu Zhou | Furu Wei | Ming Zhou |

Unsupervised Fine-tuning for Text Clustering COLING

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing EMNLP

Improving Grammatical Error Correction with Machine Translation Pairs EMNLP Findings

Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers EMNLP Findings

Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP

Scheduled DropHead: A Regularization Method for Transformer Models EMNLP Findings

Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction EMNLP

Pre-training for Abstractive Document Summarization by Reinstating Source Text EMNLP

TableBank: Table Benchmark for Image-based Table Detection and Recognition LREC

Video Dialog via Progressive Inference and Cross-Transformer EMNLP

Visualizing and Understanding the Effectiveness of BERT EMNLP

Yaru Hao | Li Dong | Furu Wei | Ke Xu |

Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension EMNLP WS

BERT-based Lexical Substitution ACL

Retrieval-Enhanced Adversarial Training for Neural Response Generation ACL

Learning to Ask Unanswerable Questions for Machine Reading Comprehension ACL

HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL

Xingxing Zhang | Furu Wei | Ming Zhou |

Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study ACL

Tao Ge | Xingxing Zhang | Furu Wei | Ming Zhou |

Neural Latent Extractive Document Summarization EMNLP

Xingxing Zhang | Mirella Lapata | Furu Wei | Ming Zhou |

Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP

EventWiki: A Knowledge Base of Major Events LREC

Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization ACL

Ziqiang Cao | Wenjie Li | Sujian Li | Furu Wei |

Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL

Fluency Boost Learning and Inference for Neural Grammatical Error Correction ACL

Tao Ge | Furu Wei | Ming Zhou |

Neural Open Information Extraction ACL

Lei Cui | Furu Wei | Ming Zhou |

Entity Linking for Queries by Searching Wikipedia Sentences EMNLP

Learning to Generate Product Reviews from Attributes EACL

Gated Self-Matching Networks for Reading Comprehension and Question Answering ACL

Selective Encoding for Abstractive Sentence Summarization ACL

Qingyu Zhou | Nan Yang | Furu Wei | Ming Zhou |

SuperAgent: A Customer Service Chatbot for E-commerce Websites ACL

A Redundancy-Aware Sentence Regression Framework for Extractive Summarization COLING

AttSum: Joint Learning of Focusing and Summarization with Neural Attention COLING

Solving and Generating Chinese Character Riddles EMNLP

Cross-lingual Sentiment Lexicon Learning With Bilingual Word Graph Label Propagation CL

A Statistical Parsing Framework for Sentiment Classification CL

Question Answering over Freebase with Multi-Column Convolutional Neural Networks ACL IJCNLP

Li Dong | Furu Wei | Ming Zhou | Ke Xu |

A Dependency-Based Neural Network for Relation Classification ACL IJCNLP

Learning Summary Prior Representation for Extractive Summarization ACL IJCNLP

Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets *SEMEVAL

Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach COLING

A Joint Segmentation and Classification Framework for Sentiment Analysis EMNLP

Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification ACL

Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification ACL

Coooolll: A Deep Learning System for Twitter Sentiment Classification *SEMEVAL

Entity Linking for Tweets ACL

Twitter Topic Summarization by Ranking Tweets using Social Influence and Content Quality COLING

Graph-Based Multi-Tweet Summarization using Social Signals COLING

Xiaohua Liu | Yitong Li | Furu Wei | Ming Zhou |

Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation COLING

Joint Inference of Named Entity Recognition and Normalization for Tweets ACL

Cross-Lingual Mixture Model for Sentiment Classification ACL

QuickView: NLP-based Tweet Search ACL

Xiaohua Liu | Furu Wei | Ming Zhou | QuickView Team Microsoft |

Recognizing Named Entities in Tweets ACL

Xiaohua Liu | Shaodian Zhang | Furu Wei | Ming Zhou |

Co-Feedback Ranking for Query-Focused Summarization ACL IJCNLP

Furu Wei | Wenjie Li | Yanxiang He |

PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization COLING

Wenjie Li | Furu Wei | Qin Lu | Yanxiang He |

Exploiting the Role of Position Feature in Chinese Relation Extraction LREC

A Novel Feature-based Approach to Chinese Entity Relation Extraction ACL