NLPExplorer

Tao Gui

Number of Papers:- 71

Number of Citations:- 0

First ACL Paper:- 2017

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

ACL

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models F i n d i n g s - N A A C L

Length Generalization of Causal Transformers without Position Encoding F i n d i n g s - A C L

StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ACL

Navigating the OverKill in Large Language Models ACL

Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL

P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization F i n d i n g s - A C L

Unveiling Linguistic Regions in Large Language Models ACL

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL

Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL

LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL

Making Harmful Behaviors Unlearnable for Large Language Models F i n d i n g s - A C L

LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP

PDF-to-Tree: Parsing PDF Text Blocks into a Tree F i n d i n g s - E M N L P

LongHeads: Multi-Head Attention is Secretly a Long Context Processor F i n d i n g s - E M N L P

Reward Modeling Requires Automatic Adjustment Based on Data Quality F i n d i n g s - E M N L P

Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP

Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP

RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities EMNLP

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP

Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement F i n d i n g s - E M N L P

Detecting Adversarial Samples through Sharpness of Loss Landscape F i n d i n g s - A C L

TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations F i n d i n g s - A C L

TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference F i n d i n g s - E M N L P

Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL

RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL

Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction EMNLP

Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information F i n d i n g s - E M N L P

Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization F i n d i n g s - A C L

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition F i n d i n g s - A C L

Actively Supervised Clustering for Open Relation Extraction ACL

Orthogonal Subspace Learning for Language Model Continual Learning F i n d i n g s - E M N L P

RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms F i n d i n g s - E M N L P

RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification F i n d i n g s - E M N L P

Coarse-to-fine Few-shot Learning for Named Entity Recognition F i n d i n g s - A C L

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback F i n d i n g s - E M N L P

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model F i n d i n g s - A C L

Characterizing the Impacts of Instances on Robustness F i n d i n g s - A C L

Connectivity Patterns are Task Embeddings F i n d i n g s - A C L

Towards Understanding Omission in Dialogue Summarization ACL

Open Set Relation Extraction via Unknown-Aware Training ACL

MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL

Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ACL Findings

Robust Lottery Tickets for Pre-trained Language Models ACL

CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL

Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning ACL

Template-free Prompt Tuning for Few-shot NER NAACL

Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER COLING

LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases COLING

PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack COLING

Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models COLING

Ting Wu | Tao Gui |

Causal Intervention Improves Implicit Sentiment Analysis COLING

Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING

Efficient and Robust Knowledge Graph Construction AACL IJCNLP

Ningyu Zhang | Tao Gui | Guoshun Nan |

ProofInfer: Generating Proof via Iterative Hierarchical Inference EMNLP

Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP

Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP

TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion EMNLP

Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP

Heterogeneous Graph Neural Networks for Keyphrase Generation EMNLP

Jiacheng Ye | Ruijian Cai | Tao Gui | Qi Zhang |

A Unified Generative Framework for Various NER Subtasks ACL IJCNLP

One2Set: Generating Diverse Keyphrases as a Set ACL IJCNLP

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL IJCNLP