NLPExplorer

Yang Liu

Number of Papers:- 73

Number of Citations:- 21

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

SIGDIAL

CoNLL

PACLIC

COLING

EMNLP

NLP-TEA

LREC

DSTC

ACL

EACL

*SEMEVAL

IJCNLP

AACL

INLG

Co-Authors:-

Aishwarya Padmakumar

Alexandros Papangelis

Amir Zeldes

An Liu

An Xiao

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Quantifying Stereotypes in Language EACL

Yang Liu |

How Does In-Context Learning Help Prompt Tuning? F i n d i n g s - E A C L

PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages ACL

Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning NAACL

Lihua Qian | Mingxuan Wang | Yang Liu | Hao Zhou |

Budget-Constrained Tool Learning with Planning F i n d i n g s - A C L

Small Models are Valuable Plug-ins for Large Language Models F i n d i n g s - A C L

Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues F i n d i n g s - A C L

CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ACL

Model Composition for Multimodal Large Language Models ACL

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs F i n d i n g s - A C L

Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL

Citation-Enhanced Generation for LLM-based Chatbots ACL

Weitao Li | Junkai Li | Weizhi Ma | Yang Liu |

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models F i n d i n g s - A C L

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL

Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL

FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP

RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP

CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models F i n d i n g s - E M N L P

Yiming Wang | Yang Liu | Lingchen Wang | An Xiao |

Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement F i n d i n g s - E M N L P

From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues F i n d i n g s - E M N L P

MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP

Yang Liu | Huang Fang | Yunfeng Cai | Mingming Sun |

Self-contradictory reasoning evaluation and detection F i n d i n g s - E M N L P

Split and Merge: Aligning Position Biases in LLM-based Evaluators EMNLP

Visual Prompting in LLMs for Enhancing Emotion Recognition EMNLP

Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP

TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models F i n d i n g s - E M N L P

Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP

Task-Oriented Conversational Modeling with Subjective Knowledge Track in DSTC11 DSTC WS

Continual Knowledge Distillation for Neural Machine Translation ACL

Yuanchi Zhang | Peng Li | Maosong Sun | Yang Liu |

Improving Radiology Summarization with Radiograph and Anatomy Prompts F i n d i n g s - A C L

Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions F i n d i n g s - E M N L P

Ziyue Wang | Chi Chen | Peng Li | Yang Liu |

KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce ACL

Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks F i n d i n g s - A C L

Multi-target Backdoor Attacks for Code Pre-trained Models ACL

Self-Knowledge Guided Retrieval Augmentation for Large Language Models F i n d i n g s - E M N L P

Yile Wang | Peng Li | Maosong Sun | Yang Liu |

Using In-Context Learning to Improve Dialogue Safety F i n d i n g s - E M N L P

Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP

Zeyuan Yang | Peng Li | Yang Liu |

Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making F i n d i n g s - A C L

Xuanjie Fang | Sijie Cheng | Yang Liu | Wei Wang |

A Black-Box Attack on Code Models via Representation Nearest Neighbor Search F i n d i n g s - E M N L P

CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs EMNLP

DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines F i n d i n g s - E M N L P

T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation F i n d i n g s - A C L

DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ACL

KILM: Knowledge Injection into Encoder-Decoder Language Models ACL

Unified Contextual Query Rewriting ACL

Weakly Supervised Vision-and-Language Pre-training with Relative Representations ACL

Chi Chen | Peng Li | Maosong Sun | Yang Liu |

Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL

Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models ACL

Qinhong Zhou | Zonghan Yang | Peng Li | Yang Liu |