NLPExplorer

Rui Yan

Number of Papers:- 90

Number of Citations:- 96

First ACL Paper:- 2011

Latest ACL Paper:- 2024

Venues:-

CCL

NAACL

COLING

EMNLP

GeBNLP

Findings

ROCLING/IJCLCLP

LangMol

ACL

IJCNLP

Co-Authors:-

Similar Authors:-

FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering F i n d i n g s - E A C L

Yuhan Chen | Shuqi Li | Rui Yan |

CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment F i n d i n g s - A C L

Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble LangMol WS

Graph-Structured Speculative Decoding F i n d i n g s - A C L

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL

Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning F i n d i n g s - A C L

BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning F i n d i n g s - A C L

CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation ACL

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

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

Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction F i n d i n g s - A C L

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

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP

An Analysis and Mitigation of the Reversal Curse EMNLP

“In-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning EMNLP

From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP

Chuanqi Cheng | Jian Guan | Wei Wu | Rui Yan |

Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation ACL

Ang Lv | Jinpeng Li | Shufang Xie | Rui Yan |

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression F i n d i n g s - E M N L P

DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ACL

Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation F i n d i n g s - E M N L P

BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP

Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue F i n d i n g s - E M N L P

Tingchen Fu | Xueliang Zhao | Lemao Liu | Rui Yan |

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

Improving Input-label Mapping with Demonstration Replay for In-context Learning F i n d i n g s - E M N L P

Decouple knowledge from paramters for plug-and-play language modeling F i n d i n g s - A C L

PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models F i n d i n g s - A C L

SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation F i n d i n g s - A C L

RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL

On the Compositional Generalization in Versatile Open-domain Dialogue ACL

Tingchen Fu | Xueliang Zhao | Lemao Liu | Rui Yan |

Dialogue Summarization with Static-Dynamic Structure Fusion Graph ACL

Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction ACL

Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL

There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning EMNLP

Xueliang Zhao | Tingchen Fu | Chongyang Tao | Rui Yan |

Summarizing Procedural Text: Data and Approach F i n d i n g s - E M N L P

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval F i n d i n g s - E M N L P

How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection F i n d i n g s - E M N L P

Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP

One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL

Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors ACL

Rui Yan | Mingkun Gao | Ellie Pavlick | Chris Callison-Burch |