NLPExplorer

Yu Su

Number of Papers:- 46

Number of Citations:- 26

First ACL Paper:- 2016

Latest ACL Paper:- 2024

Venues:-

NAACL

SIGDIAL

BlackboxNLP

COLING

EMNLP

Findings

SemEval

NLP4Prog

TACL

NLI

ACL

IJCNLP

Co-Authors:-

Similar Authors:-

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error ACL

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ACL

RePair: Automated Program Repair with Process-based Feedback F i n d i n g s - A C L

I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP

Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP

WebOlympus: An Open Platform for Web Agents on Live Websites EMNLP

Language Agents: Foundations, Prospects, and Risks EMNLP

Yu Su | Diyi Yang | Shunyu Yao | Tao Yu |

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System SIGDIAL

Privacy-Preserving Domain Adaptation of Semantic Parsers ACL

Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL

Yu Gu | Xiang Deng | Yu Su |

Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion F i n d i n g s - E M N L P

Error Detection for Text-to-SQL Semantic Parsing F i n d i n g s - E M N L P

Shijie Chen | Ziru Chen | Huan Sun | Yu Su |

Few-shot In-context Learning on Knowledge Base Question Answering ACL

Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors F i n d i n g s - A C L

Kai Zhang | Bernal Jimenez Gutierrez | Yu Su |

Automatic Evaluation of Attribution by Large Language Models F i n d i n g s - E M N L P

Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ACL

Text-to-SQL Error Correction with Language Models of Code ACL

Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion ACL

Chen Zhao | Yu Su | Adam Pauls | Emmanouil Antonios Platanios |

ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING

Yu Gu | Yu Su |

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again F i n d i n g s - E M N L P

Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention NAACL

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop NAACL

ReasonBERT: Pre-trained to Reason with Distant Supervision EMNLP

Proceedings of the 1st Workshop on Natural Language Processing for Programming (NLP4Prog 2021) ACL IJCNLP NLP4Prog

ITNLP at SemEval-2021 Task 11: Boosting BERT with Sampling and Adversarial Training for Knowledge Extraction ACL IJCNLP SemEval

A Systematic Investigation of KB-Text Embedding Alignment at Scale ACL IJCNLP

An Investigation of Language Model Interpretability via Sentence Editing BlackboxNLP EMNLP

Samuel Stevens | Yu Su |

Proceedings of the First Workshop on Natural Language Interfaces ACL NLI WS

Ahmed Hassan Awadallah | Yu Su | Huan Sun | Scott Wen-tau Yih |

Logical Natural Language Generation from Open-Domain Tables ACL

Document Classification for COVID-19 Literature EMNLP Findings

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP

Wenhu Chen | Yu Su | Xifeng Yan | William Yang Wang |

An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP

Task-Oriented Dialogue as Dataflow Synthesis TACL