← Authors

Xipeng Qiu

218 papers · 2009–2026 · 14 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (14) πŸ—ΊοΈ Taxonomy Completionist (32) 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (16) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (9) 🏠 Conference Loyalist (68) 🀝 Dynamic Duo (96) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (34) πŸ”¬ Deep Specialist (38) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ”₯ Unstoppable (17) ❓ The Questioner (13) πŸ’Ž Century Club (216) πŸ—ƒοΈ Keyword Collector (104) ⚑ Prolific Year (14) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ACL (68) EMNLP (63) AAAI (13) COLING (13) NAACL (13) IJCAI (12) IJCNLP (11) ICLR (7) ICML (7) NIPS (4) CONLL (3) AISTATS (2) CVPR (1) ICCV (1)

Top co-authors

Xuanjing Huang (96) Qipeng Guo (45) Hang Yan (36) Tianxiang Sun (25) Linyang Li (24) Pengfei Liu (24) Zhangyue Yin (22) Xiaonan Li (21) Qinyuan Cheng (20) Yunhua Zhou (18)

Research topics

Privacy (1)

Keywords

large language model (46) neural network (12) multi-task learning (12) contrastive learning (11) text generation (10) in-context learning (8) reinforcement learning (8) transfer learning (8) named entity recognition (8) attention mechanism (8) language model (8) text classification (8) representation learning (7) graph neural network (7) sequence labeling (6) extractive summarization (6) few-shot learning (6) chinese word segmentation (5) task-oriented dialogue (5) instruction tuning (5)

Papers

Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction AAAI 2026
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs AAAI 2026
Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners AISTATS 2025
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance ICLR 2025
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025
Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models NAACL 2025
CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis NAACL 2025
FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models NAACL 2025
ReAttention: Training-Free Infinite Context with Finite Attention Scope ICLR 2025
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs ICLR 2025
Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training ICML 2025
BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments ICLR 2025
Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025
VideoRoPE: What Makes for Good Video Rotary Position Embedding? ICML 2025
Multi-Programming Language Sandbox for LLMs ACL 2025
VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks ICCV 2025
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures ICLR 2025
Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025
VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction EMNLP 2025
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework EMNLP 2025
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning EMNLP 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025
Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025
Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025
Dynamic and Generalizable Process Reward Modeling ACL 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025
How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025
CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025
LongSafety: Enhance Safety for Long-Context LLMs ACL 2025
Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity COLING 2025
Case2Code: Scalable Synthetic Data for Code Generation COLING 2025
FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025
Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024
Explicit Memory Learning with Expectation Maximization EMNLP 2024
Turn Waste into Worth: Rectifying Top-k Router of MoE EMNLP 2024
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance EMNLP 2024
Calibrating the Confidence of Large Language Models by Eliciting Fidelity EMNLP 2024
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024
Pixel-level Semantic Correspondence through Layout-aware Representation Learning and Multi-scale Matching Integration CVPR 2024
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models COLING 2024
Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem COLING 2024
SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models ICLR 2024
Scaling Laws of RoPE-based Extrapolation ICLR 2024
Unified Active Retrieval for Retrieval Augmented Generation EMNLP 2024
R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024
Scaling Laws for Fact Memorization of Large Language Models EMNLP 2024
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation EMNLP 2024
LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk EMNLP 2024
SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024
Alignment for Honesty NIPS 2024
LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024
Flames: Benchmarking Value Alignment of LLMs in Chinese NAACL 2024
Can Language Models Learn to Skip Steps? NIPS 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
Can AI Assistants Know What They Don’t Know? ICML 2024
Training-Free Long-Context Scaling of Large Language Models ICML 2024
Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance ACL 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024
Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL 2024
L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024
GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024
AdaLomo: Low-memory Optimization with Adaptive Learning Rate ACL 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024
Balanced Data Sampling for Language Model Training with Clustering ACL 2024
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve EMNLP 2023
Mitigating Negative Style Transfer in Hybrid Dialogue System AAAI 2023
Text Adversarial Purification as Defense against Adversarial Attacks ACL 2023
A Probabilistic Framework for Discovering New Intents ACL 2023
UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction ACL 2023
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models ACL 2023
Unified Demonstration Retriever for In-Context Learning ACL 2023
Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations ACL 2023
Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023
An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ACL 2023
Dual Cache for Long Document Neural Coreference Resolution ACL 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition ACL 2023
Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What’s Next? ACL 2023
Towards Open Environment Intent Prediction ACL 2023
Do Large Language Models Know What They Don’t Know? ACL 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System ACL 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023
Character-LLM: A Trainable Agent for Role-Playing EMNLP 2023
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication EMNLP 2023
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way EMNLP 2023
Watermarking LLMs with Weight Quantization EMNLP 2023
Finding Support Examples for In-Context Learning EMNLP 2023
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023
From Hypergraph Energy Functions to Hypergraph Neural Networks ICML 2023
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022
Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator EMNLP 2022
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022
DORE: Document Ordered Relation Extraction based on Generative Framework EMNLP 2022
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022
β€œIs Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ACL 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022
CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization COLING 2022
CoNT: Contrastive Neural Text Generation NIPS 2022
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer AAAI 2022
What Dense Graph Do You Need for Self-Attention? ICML 2022
Black-Box Tuning for Language-Model-as-a-Service ICML 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
A Unified Generative Framework for Aspect-based Sentiment Analysis IJCNLP 2021
Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit IJCNLP 2021
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa NAACL 2021
Contrastive Aligned Joint Learning for Multilingual Summarization IJCNLP 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing IJCNLP 2021
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning EMNLP 2021
SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check EMNLP 2021
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP 2021
Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization EMNLP 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization NAACL 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation AAAI 2021
Enhancing Scientific Papers Summarization with Citation Graph AAAI 2021
Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP IJCNLP 2021
A Unified Generative Framework for Various NER Subtasks IJCNLP 2021
Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings AISTATS 2021
Contrastive Aligned Joint Learning for Multilingual Summarization ACL 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021
A Unified Generative Framework for Various NER Subtasks ACL 2021
A Unified Generative Framework for Aspect-based Sentiment Analysis ACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021
FLAT: Chinese NER Using Flat-Lattice Transformer ACL 2020
BERT-ATTACK: Adversarial Attack Against BERT Using BERT EMNLP 2020
BERT for Monolingual and Cross-Lingual Reverse Dictionary EMNLP 2020
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP 2020
CoLAKE: Contextualized Language and Knowledge Embedding COLING 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization ACL 2020
Learning Sparse Sharing Architectures for Multiple Tasks AAAI 2020
Joint Parsing and Generation for Abstractive Summarization AAAI 2020
Multi-Scale Self-Attention for Text Classification AAAI 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems EMNLP 2020
GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation COLING 2020
Extractive Summarization as Text Matching ACL 2020
Improving Image Captioning with Better Use of Caption ACL 2020
A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder EMNLP 2020
Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019
A Closer Look at Data Bias in Neural Extractive Summarization Models EMNLP 2019
Switch-LSTMs for Multi-Criteria Chinese Word Segmentation AAAI 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation ACL 2019
Searching for Effective Neural Extractive Summarization: What Works and What’s Next ACL 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge IJCNLP 2019
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence NAACL 2019
Star-Transformer NAACL 2019
VCWE: Visual Character-Enhanced Word Embeddings NAACL 2019
Convolutional Interaction Network for Natural Language Inference EMNLP 2018
Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018
Toward Diverse Text Generation with Inverse Reinforcement Learning IJCAI 2018
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks IJCAI 2018
A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing CONLL 2018
Information Aggregation via Dynamic Routing for Sequence Encoding COLING 2018
Idiom-Aware Compositional Distributed Semantics EMNLP 2017
Adversarial Multi-task Learning for Text Classification ACL 2017
A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging IJCAI 2017
Dynamic Compositional Neural Networks over Tree Structure IJCAI 2017
Adaptive Semantic Compositionality for Sentence Modelling IJCAI 2017
Adversarial Multi-Criteria Learning for Chinese Word Segmentation ACL 2017
Knowledge Graph Representation with Jointly Structural and Textual Encoding IJCAI 2017
Deep Fusion LSTMs for Text Semantic Matching ACL 2016
Modelling Interaction of Sentence Pair with Coupled-LSTMs EMNLP 2016
Deep Multi-Task Learning with Shared Memory for Text Classification EMNLP 2016
A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation ACL 2016
Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network ACL 2016
Bridging LSTM Architecture and the Neural Dynamics during Reading IJCAI 2016
Recurrent Neural Network for Text Classification with Multi-Task Learning IJCAI 2016
Analyzing Linguistic Knowledge in Sequential Model of Sentence EMNLP 2016
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification EMNLP 2016
Investigating Language Universal and Specific Properties in Word Embeddings ACL 2016
A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network ACL 2015
Long Short-Term Memory Neural Networks for Chinese Word Segmentation EMNLP 2015
Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model IJCAI 2015
Convolutional Neural Tensor Network Architecture for Community-Based Question Answering IJCAI 2015
A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network IJCNLP 2015
Gated Recursive Neural Network for Chinese Word Segmentation IJCNLP 2015
Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks EMNLP 2015
Sentence Modeling with Gated Recursive Neural Network EMNLP 2015
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents EMNLP 2015
Gated Recursive Neural Network for Chinese Word Segmentation ACL 2015
Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information COLING 2014
Latent Semantic Tensor Indexing for Community-based Question Answering ACL 2013
Learning Topical Translation Model for Microblog Hashtag Suggestion IJCAI 2013
FudanNLP: A Toolkit for Chinese Natural Language Processing ACL 2013
Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning EMNLP 2013
Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features EMNLP 2012
Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features CONLL 2012
Joint Segmentation and Tagging with Coupled Sequences Labeling COLING 2012
Hierarchical Text Classification with Latent Concepts ACL 2011
A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy IJCNLP 2011
Detecting Hedge Cues and their Scopes with Average Perceptron CONLL 2010
Hierarchical Multi-Label Text Categorization with Global Margin Maximization ACL 2009
Hierarchical Multi-Label Text Categorization with Global Margin Maximization IJCNLP 2009