NLPExplorer

Jimmy Lin

Number of Papers:- 121

Number of Citations:- 206

First ACL Paper:- 2000

Latest ACL Paper:- 2024

Venues:-

NAACL

MRL

TrustNLP

BlackboxNLP

COLING

Louhi

EMNLP

sdp

Findings

HLT

LREC

NLP4Prog

TACL

ACL

EACL

RepL4NLP

WMT

*SEMEVAL

EAMT

IJCNLP

NLPOSS

sustainlp

LaTeCH

Co-Authors:-

Similar Authors:-

CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders. NAACL

Crystina Zhang | Minghan Li | Jimmy Lin |

Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL

Mofetoluwa Adeyemi | Akintunde Oladipo | Ronak Pradeep | Jimmy Lin |

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models NAACL

Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval NAACL

EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems ACL

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP

“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation F i n d i n g s - E M N L P

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP

Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation EMNLP

Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP

Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers F i n d i n g s - A C L

Precise Zero-Shot Dense Retrieval without Relevance Labels ACL

Luyu Gao | Xueguang Ma | Jimmy Lin | Jamie Callan |

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration ACL

What the DAAM: Interpreting Stable Diffusion Using Cross Attention ACL

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face EMNLP

Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval TACL

Sheng-Chieh Lin | Minghan Li | Jimmy Lin |

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval F i n d i n g s - E M N L P

How Does Generative Retrieval Scale to Millions of Passages? EMNLP

mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval EMNLP

Sheng-Chieh Lin | Amin Ahmad | Jimmy Lin |

Evaluating Embedding APIs for Information Retrieval ACL

Better Quality Pre-training Data and T5 Models for African Languages EMNLP

MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages TACL

“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors F i n d i n g s - A C L

CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ACL

An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering NAACL TrustNLP

Minghan Li | Xueguang Ma | Jimmy Lin |

Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval F i n d i n g s - E M N L P

Wei Zhong | Jheng-Hong Yang | Yuqing Xie | Jimmy Lin |

Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup F i n d i n g s - E M N L P

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking EMNLP

AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages EMNLP

XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing F i n d i n g s - E M N L P

Peng Shi | Rui Zhang | He Bai | Jimmy Lin |

SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale EMNLP

Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP

BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression EACL

Ji Xin | Raphael Tang | Yaoliang Yu | Jimmy Lin |

Scientific Claim Verification with VerT5erini EACL Louhi

Ronak Pradeep | Xueguang Ma | Rodrigo Nogueira | Jimmy Lin |

Don’t Change Me! User-Controllable Selective Paraphrase Generation EACL

Pretrained Transformers for Text Ranking: BERT and Beyond NAACL

Andrew Yates | Rodrigo Nogueira | Jimmy Lin |

Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 ACL IJCNLP

Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP MRL

Kelechi Ogueji | Yuxin Zhu | Jimmy Lin |

Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering EMNLP Findings

Minghan Li | Ming Li | Kun Xiong | Jimmy Lin |

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP MRL

Xinyu Zhang | Xueguang Ma | Peng Shi | Jimmy Lin |

Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval EMNLP

Bag-of-Words Baselines for Semantic Code Search ACL IJCNLP NLP4Prog

Xinyu Zhang | Ji Xin | Andrew Yates | Jimmy Lin |

Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP sustainlp

Voice Query Auto Completion EMNLP

Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP MRL

Peng Shi | Rui Zhang | He Bai | Jimmy Lin |

In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval ACL IJCNLP RepL4NLP

Sheng-Chieh Lin | Jheng-Hong Yang | Jimmy Lin |

How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks BlackboxNLP EMNLP

Zhiying Jiang | Raphael Tang | Ji Xin | Jimmy Lin |

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL IJCNLP

Ji Xin | Raphael Tang | Yaoliang Yu | Jimmy Lin |

Exploring Listwise Evidence Reasoning with T5 for Fact Verification ACL IJCNLP

Kelvin Jiang | Ronak Pradeep | Jimmy Lin |

Contextualized Query Embeddings for Conversational Search EMNLP

Sheng-Chieh Lin | Jheng-Hong Yang | Jimmy Lin |

Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach EMNLP Findings

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT ACL RepL4NLP WS

UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement *SEMEVAL

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks EMNLP

Hua He | Kevin Gimpel | Jimmy Lin |

Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars TACL

Hua He | Jimmy Lin | Adam Lopez |

Massively Parallel Suffix Array Queries and On-Demand Phrase Extraction for Statistical Machine Translation Using GPUs NAACL

Hua He | Jimmy Lin | Adam Lopez |

Scalable Language Processing Algorithms for the Masses: A Case Study in Computing Word Co-occurrence Matrices with MapReduce EMNLP

Jimmy Lin |

Is Question Answering Better than Information Retrieval? Towards a Task-Based Evaluation Framework for Question Series NAACL

Jimmy Lin |

Different Structures for Evaluating Answers to Complex Questions: Pyramids Won’t Topple, and Neither Will Human Assessors ACL

Hoa Trang Dang | Jimmy Lin |