NLPExplorer

Caiming Xiong

Number of Papers:- 100

Number of Citations:- 36

First ACL Paper:- 2016

Latest ACL Paper:- 2024

Venues:-

NAACL

NLP4ConvAI

SIGDIAL

CoNLL

SpaNLP

COLING

EMNLP

Findings

SemEval

TACL

ACL

KnowLLM

HuCLLM

EACL

WMT

IJCNLP

*SEM

intexsempar

Co-Authors:-

Similar Authors:-

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles NAACL

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI F i n d i n g s - E A C L

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning F i n d i n g s - E A C L

Parameter-Efficient Detoxification with Contrastive Decoding HuCLLM WS

Tong Niu | Caiming Xiong | Yingbo Zhou | Semih Yavuz |

FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL

ARM: Alignment with Residual Energy-Based Model NAACL

Bo Pang | Caiming Xiong | Yingbo Zhou |

What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL

Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs KnowLLM WS

Fair Abstractive Summarization of Diverse Perspectives NAACL

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models TACL

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent CoNLL

FOLIO: Natural Language Reasoning with First-Order Logic EMNLP

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP

Philippe Laban | Alexander Fabbri | Caiming Xiong | Chien-Sheng Wu |

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains F i n d i n g s - E M N L P

Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP

SharPT: Shared Latent Space Prompt Tuning F i n d i n g s - E A C L

Bo Pang | Semih Yavuz | Caiming Xiong | Yingbo Zhou |

Long Document Summarization with Top-down and Bottom-up Inference F i n d i n g s - E A C L

What’s New? Summarizing Contributions in Scientific Literature EACL

Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System SIGDIAL

Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries F i n d i n g s - E M N L P

Prafulla Choubey | Alexander Fabbri | Caiming Xiong | Chien-Sheng Wu |

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning ACL

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation EMNLP

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ACL

Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems F i n d i n g s - E M N L P

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution F i n d i n g s - E M N L P

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL

Best-k Search Algorithm for Neural Text Generation ACL

Jiacheng Xu | Caiming Xiong | Silvio Savarese | Yingbo Zhou |

[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ACL

Govardana Sachithanandam Ramachandran | Kazuma Hashimoto | Caiming Xiong |

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL NLP4ConvAI

QAConv: Question Answering on Informative Conversations ACL

DialFact: A Benchmark for Fact-Checking in Dialogue ACL

Prakhar Gupta | Chien-Sheng Wu | Wenhao Liu | Caiming Xiong |

RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL

OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL Findings

Tong Niu | Kazuma Hashimoto | Yingbo Zhou | Caiming Xiong |

Field Extraction from Forms with Unlabeled Data ACL SpaNLP

Modeling Multi-hop Question Answering as Single Sequence Prediction ACL

ConTinTin: Continual Learning from Task Instructions ACL

Wenpeng Yin | Jia Li | Caiming Xiong |

FeTaQA: Free-form Table Question Answering TACL

A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis Findings NAACL

Ehsan Hosseini-Asl | Wenhao Liu | Caiming Xiong |

Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation Findings NAACL

MixQG: Neural Question Generation with Mixed Answer Types Findings NAACL

QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization NAACL

Alexander Fabbri | Chien-Sheng Wu | Wenhao Liu | Caiming Xiong |

DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING

Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models F i n d i n g s - E M N L P

Lifu Tu | Caiming Xiong | Yingbo Zhou |

Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP

SPE: Symmetrical Prompt Enhancement for Fact Probing EMNLP

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

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization F i n d i n g s - E M N L P

Improving Factual Consistency in Summarization with Compression-Based Post-Editing EMNLP

Discord Questions: A Computational Approach To Diversity Analysis in News Coverage F i n d i n g s - E M N L P

CTRLsum: Towards Generic Controllable Text Summarization EMNLP

Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets EMNLP

Philippe Laban | Chien-Sheng Wu | Wenhao Liu | Caiming Xiong |

Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models EACL

Tianxing He | Bryan McCann | Caiming Xiong | Ehsan Hosseini-Asl |

DART: Open-Domain Structured Data Record to Text Generation NAACL

SCRIPT: Self-Critic PreTraining of Transformers NAACL

Erik Nijkamp | Bo Pang | Ying Nian Wu | Caiming Xiong |

Learning to Synthesize Data for Semantic Parsing NAACL

Bailin Wang | Wenpeng Yin | Xi Victoria Lin | Caiming Xiong |

Controllable Abstractive Dialogue Summarization with Sketch Supervision Findings

Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP Findings

Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL IJCNLP

BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch Findings

Wenpeng Yin | Huan Wang | Jin Qu | Caiming Xiong |

SummEval: Re-evaluating Summarization Evaluation TACL

Unsupervised Paraphrasing with Pretrained Language Models EMNLP

DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Findings

Wenpeng Yin | Dragomir Radev | Caiming Xiong |

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging EMNLP

Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP NLP4ConvAI

Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation ACL

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL

Photon: A Robust Cross-Domain Text-to-SQL System ACL

ERASER: A Benchmark to Evaluate Rationalized NLP Models ACL

ESPRIT: Explaining Solutions to Physical Reasoning Tasks ACL

Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework ACL NLP4ConvAI WS

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking *SEM COLING SemEval

Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging EMNLP

Evaluating the Factual Consistency of Abstractive Text Summarization EMNLP

Wojciech Kryscinski | Bryan McCann | Caiming Xiong | Richard Socher |

TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue EMNLP

Chien-Sheng Wu | Steven C.H. Hoi | Richard Socher | Caiming Xiong |

Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP

The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs EMNLP

Nitish Shirish Keskar | Bryan McCann | Caiming Xiong | Richard Socher |

Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing EMNLP Findings

Xi Victoria Lin | Richard Socher | Caiming Xiong |

Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP Findings

Chien-Sheng Wu | Steven C.H. Hoi | Caiming Xiong |

Probing Task-Oriented Dialogue Representation from Language Models EMNLP

Chien-Sheng Wu | Caiming Xiong |

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP

VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP

Composed Variational Natural Language Generation for Few-shot Intents EMNLP Findings

Congying Xia | Caiming Xiong | Philip Yu | Richard Socher |

Proceedings of the First Workshop on Interactive and Executable Semantic Parsing EMNLP intexsempar

Neural Text Summarization: A Critical Evaluation EMNLP

WSLLN:Weakly Supervised Natural Language Localization Networks EMNLP

Mingfei Gao | Larry Davis | Richard Socher | Caiming Xiong |

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases EMNLP

Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions EMNLP

BERT is Not an Interlingua and the Bias of Tokenization EMNLP WS

Jasdeep Singh | Bryan McCann | Richard Socher | Caiming Xiong |

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems ACL

SParC: Cross-Domain Semantic Parsing in Context ACL