NLPExplorer

Kang Liu

Number of Papers:- 150

Number of Citations:- 373

First ACL Paper:- 2008

Latest ACL Paper:- 2024

Venues:-

CCL

NeusymBridge

NAACL

CoNLL

COLING

SMM4H

EMNLP

Findings

SemEval

ACL

EACL

IJCNLP

AACL

Co-Authors:-

Amparo Elizabeth Cano Basave

Similar Authors:-

Proceedings of the Workshop: Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning (NeusymBridge) @ LREC-COLING-2024 NeusymBridge WS

ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models NAACL

Open Event Causality Extraction by the Assistance of LLM in Task Annotation, Dataset, and Method NeusymBridge WS

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model NAACL

WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing F i n d i n g s - A C L

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models F i n d i n g s - A C L

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL

Tong Zhou | Yubo Chen | Kang Liu | Jun Zhao |

MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL

ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL

ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model F i n d i n g s - A C L

Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint F i n d i n g s - A C L

Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering F i n d i n g s - A C L

Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation F i n d i n g s - E M N L P

ABSEval: An Agent-based Framework for Script Evaluation EMNLP

Sirui Liang | Baoli Zhang | Jun Zhao | Kang Liu |

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning F i n d i n g s - E M N L P

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP

Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP

Xiusheng Huang | Yequan Wang | Jun Zhao | Kang Liu |

Does Large Language Model Contain Task-Specific Neurons? EMNLP

Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP

On the In-context Generation of Language Models EMNLP

Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization F i n d i n g s - E M N L P

Zhiqi Wang | Shizhu He | Kang Liu | Jun Zhao |

Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP

Improving Zero-shot LLM Re-Ranker with Risk Minimization EMNLP

KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model EMNLP

Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models EMNLP

Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model EACL

EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata F i n d i n g s - A C L

Large Language Models are Better Reasoners with Self-Verification F i n d i n g s - E M N L P

Interpreting Sentiment Composition with Latent Semantic Tree F i n d i n g s - A C L

Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP

Complex Event Schema Induction with Knowledge-Enriched Diffusion Model F i n d i n g s - E M N L P

ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models EMNLP

ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook F i n d i n g s - E M N L P

Generative Calibration for In-context Learning F i n d i n g s - E M N L P

Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP

On the Effects of Structural Modeling for Neural Semantic Parsing CoNLL

Xiang Zhang | Shizhu He | Kang Liu | Jun Zhao |

Chinese Lexical Substitution: Dataset and Method EMNLP

MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models F i n d i n g s - E M N L P

InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models F i n d i n g s - E M N L P

LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation F i n d i n g s - E M N L P

Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs F i n d i n g s - E M N L P

ParaLS: Lexical Substitution via Pretrained Paraphraser ACL

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching F i n d i n g s - E M N L P

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints F i n d i n g s - A C L

Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network F i n d i n g s - A C L

Multi-Target Semantic Parsing with Collaborative Deliberation Network F i n d i n g s - I J C N L P

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks F i n d i n g s - A C L

A Hierarchical Explanation Generation Method Based on Feature Interaction Detection F i n d i n g s - A C L

Yiming Ju | Yuanzhe Zhang | Kang Liu | Jun Zhao |

Learning with Partial Annotations for Event Detection ACL

DiffusionSL: Sequence Labeling via Tag Diffusion Process F i n d i n g s - E M N L P

Ziyang Huang | Pengfei Cao | Jun Zhao | Kang Liu |

S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL

Logic Traps in Evaluating Attribution Scores ACL

Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL Findings

Guirong Bai | Shizhu He | Kang Liu | Jun Zhao |

Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing ACL

CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities NAACL SemEval

LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer NAACL SemEval

CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers COLING

Knowledge Transfer with Visual Prompt in multi-modal Dialogue Understanding and Generation COLING TU WS

CASIA@SMM4H’22: A Uniform Health Information Mining System for Multilingual Social Media Texts COLING SMM4H WS

Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING

Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder COLING

Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning COLING

Generating Temporally-ordered Event Sequences via Event Optimal Transport COLING

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding EMNLP

A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP

CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models EMNLP

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP

Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents EACL

Knowledge Guided Metric Learning for Few-Shot Text Classification NAACL

Classification, Extraction, and Normalization : CASIA_Unisound Team at the Social Media Mining for Health 2021 Shared Tasks NAACL SMM4H

A Large-Scale Chinese Multimodal NER Dataset with Speech Clues ACL IJCNLP

Set Generation Networks for End-to-End Knowledge Base Population EMNLP

Distantly Supervised Relation Extraction in Federated Settings EMNLP Findings

Dianbo Sui | Yubo Chen | Kang Liu | Jun Zhao |

Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement Findings

Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms EMNLP