NLPExplorer

Ji Rong Wen

Number of Papers:- 74

Number of Citations:- 7

First ACL Paper:- 2009

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

ACL

EACL

IJCNLP

Co-Authors:-

Similar Authors:-

Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation EACL

Kun Zhou | Yifan Li | Xin Zhao | Ji-Rong Wen |

INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL

Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ACL

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models ACL

Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint F i n d i n g s - A C L

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

LLMBox: A Comprehensive Library for Large Language Models ACL

Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL

Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model F i n d i n g s - A C L

Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration F i n d i n g s - A C L

Large Language Model-based Human-Agent Collaboration for Complex Task Solving F i n d i n g s - E M N L P

REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP

An Analysis and Mitigation of the Reversal Curse EMNLP

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models F i n d i n g s - E M N L P

Learning Dynamic Multi-attribute Interest for Personalized Product Search F i n d i n g s - E M N L P

Yutong Bai | Zhicheng Dou | Ji-Rong Wen |

Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP

Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment EMNLP

BASES: Large-scale Web Search User Simulation with Large Language Model based Agents F i n d i n g s - E M N L P

AuriSRec: Adversarial User Intention Learning in Sequential Recommendation F i n d i n g s - E M N L P

HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models EMNLP

Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing F i n d i n g s - E M N L P

The Web Can Be Your Oyster for Improving Language Models F i n d i n g s - A C L

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models F i n d i n g s - E M N L P

Evaluating Object Hallucination in Large Vision-Language Models EMNLP

MVP: Multi-task Supervised Pre-training for Natural Language Generation F i n d i n g s - A C L

Tianyi Tang | Junyi Li | Wayne Xin Zhao | Ji-Rong Wen |

Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback EMNLP

Yujia Zhou | Zhicheng Dou | Ji-Rong Wen |

Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models EMNLP

TOME: A Two-stage Approach for Model-based Retrieval ACL

A Thorough Examination on Zero-shot Dense Retrieval F i n d i n g s - E M N L P

SSP: Self-Supervised Post-training for Conversational Search F i n d i n g s - A C L

StructGPT: A General Framework for Large Language Model to Reason over Structured Data EMNLP

Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ACL

ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP

Zero-shot Visual Question Answering with Language Model Feedback F i n d i n g s - A C L

Visually-augmented pretrained language models for NLP tasks without images ACL

Learning to Imagine: Visually-Augmented Natural Language Generation ACL

Debiased Contrastive Learning of Unsupervised Sentence Representations ACL

Kun Zhou | Beichen Zhang | Xin Zhao | Ji-Rong Wen |

Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL Findings

Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ACL

MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation ACL

There Are a Thousand Hamlets in a Thousand People’s Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory ACL

Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models Findings NAACL

Jinhao Jiang | Kun Zhou | Ji-Rong Wen | Xin Zhao |

Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL

Learning to Transfer Prompts for Text Generation NAACL

ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL

Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING

Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models COLING

Context-Tuning: Learning Contextualized Prompts for Natural Language Generation COLING

Tianyi Tang | Junyi Li | Wayne Xin Zhao | Ji-Rong Wen |

Semantic Sentence Matching via Interacting Syntax Graphs COLING

Chen Xu | Jun Xu | Zhenhua Dong | Ji-Rong Wen |

A Multi-Modal Knowledge Graph for Classical Chinese Poetry F i n d i n g s - E M N L P

ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation EMNLP

TextBox 2.0: A Text Generation Library with Pre-trained Language Models EMNLP

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP

Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators ACL IJCNLP

Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models Findings

A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations ACL IJCNLP

TextBox: A Unified, Modularized, and Extensible Framework for Text Generation ACL IJCNLP

A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech ACL IJCNLP