Maosong Sun

A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task ACL 2026 Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026 Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning AAAI 2026 IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization AAAI 2026 Long-Chain Reasoning Distillation via Adaptive Prefix Alignment ACL 2026 LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid AAAI 2026 Musical Score Understanding Benchmark: Evaluating Large Language Models’ Comprehension of Complete Musical Scores ACL 2026 Empirical Analysis of Decoding Biases in Masked Diffusion Models ACL 2026 UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026 CheckRLM: Effective Knowledge–Thought Coherence Checking in Retrieval-Augmented Reasoning ACL 2026 RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation ACL 2026 ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement ACL 2026 AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage ACL 2026 PersLLM: A Personified Training Approach for Large Language Models EMNLP 2025 KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases EMNLP 2025 TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators ACL 2025 CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models NAACL 2025 AutoClean: LLMs Can Prepare Their Training Corpus NAACL 2025 Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training NAACL 2025 A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs NAACL 2025 Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System ACL 2025 GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ACL 2025 Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025 NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms IJCAI 2025 AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025 Sparsing Law: Towards Large Language Models with Greater Activation Sparsity ICML 2025 RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025 XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025 Scaling Large Language Model-based Multi-Agent Collaboration ICLR 2025 WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models ICLR 2025 RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025 Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance ICLR 2025 Rational Decision-Making Agent with Learning Internal Utility Judgment ICLR 2025 VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents ICLR 2025 Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025 Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence ICLR 2025 A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules ICLR 2025 Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips COLING 2025 ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models COLING 2025 Cost-Optimal Grouped-Query Attention for Long-Context Modeling EMNLP 2025 From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora EMNLP 2025 DeepNote: Note-Centric Deep Retrieval-Augmented Generation EMNLP 2025 ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025 The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025 Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation ACL 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 GATEAU: Selecting Influential Samples for Long Context Alignment EMNLP 2025 On LLM-Based Scientific Inductive Reasoning Beyond Equations EMNLP 2025 Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance EMNLP 2025 CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025 GUICourse: From General Vision Language Model to Versatile GUI Agent ACL 2025 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025 ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation ACL 2025 Learning to Generate Structured Output with Schema Reinforcement Learning ACL 2025 FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024 On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models IJCAI 2024 Exploring the Benefit of Activation Sparsity in Pre-training ICML 2024 ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ICML 2024 AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors ICLR 2024 ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs ICLR 2024 Predicting Emergent Abilities with Infinite Resolution Evaluation ICLR 2024 Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages ICLR 2024 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NIPS 2024 InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory NIPS 2024 Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models NIPS 2024 Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents ACL 2024 OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024 CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ACL 2024 Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages ACL 2024 Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL 2024 Model Composition for Multimodal Large Language Models ACL 2024 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024 LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024 ChatDev: Communicative Agents for Software Development ACL 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL 2024 UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs ACL 2024 LEGENT: Open Platform for Embodied Agents ACL 2024 DebugBench: Evaluating Debugging Capability of Large Language Models ACL 2024 StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024 MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024 Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics ACL 2024 RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP 2024 Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding EMNLP 2024 Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models EMNLP 2024 Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024 Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment EMNLP 2024 DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024 Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training COLING 2024 Robust and Scalable Model Editing for Large Language Models COLING 2024 RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback CVPR 2024 C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models NIPS 2023 Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations NIPS 2023 H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training NIPS 2023 Enhancing Chat Language Models by Scaling High-quality Instructional Conversations EMNLP 2023 Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models EMNLP 2023 Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023 Won’t Get Fooled Again: Answering Questions with False Premises ACL 2023 Continual Knowledge Distillation for Neural Machine Translation ACL 2023 READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023 Weakly Supervised Vision-and-Language Pre-training with Relative Representations ACL 2023 WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023 Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL 2023 Decoder Tuning: Efficient Language Understanding as Decoding ACL 2023 An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation ACL 2023 Plug-and-Play Document Modules for Pre-trained Models ACL 2023 Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer ACL 2023 Lingxi: A Diversity-aware Chinese Modern Poetry Generation System ACL 2023 OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models ACL 2023 Emergent Modularity in Pre-trained Transformers ACL 2023 From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework ACL 2023 Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning ACL 2023 Recyclable Tuning for Continual Pre-training ACL 2023 Sparse Low-rank Adaptation of Pre-trained Language Models EMNLP 2023 Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP 2023 Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023 Visually Grounded Commonsense Knowledge Acquisition AAAI 2023 Exploring the Impact of Model Scaling on Parameter-Efficient Tuning EMNLP 2023 Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP 2023 Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022 End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching EMNLP 2022 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022 Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks EMNLP 2022 Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP 2022 BMCook: A Task-agnostic Compression Toolkit for Big Models EMNLP 2022 MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 Fine-Grained Scene Graph Generation with Data Transfer ECCV 2022 Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models COLING 2022 Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation EMNLP 2022 BMInf: An Efficient Toolkit for Big Model Inference and Tuning ACL 2022 OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022 A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL 2022 Fully Hyperbolic Neural Networks ACL 2022 Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022 Packed Levitated Marker for Entity and Relation Extraction ACL 2022 Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022 Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification ACL 2022 QuoteR: A Benchmark of Quote Recommendation for Writing ACL 2022 TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference ACL 2022 Sparse Structure Search for Delta Tuning NIPS 2022 A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks NIPS 2022 Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models NIPS 2022 Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation NAACL 2022 Knowledge Inheritance for Pre-trained Language Models NAACL 2022 On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022 A Template-based Method for Constrained Neural Machine Translation EMNLP 2022 Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022 Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention ACL 2022 Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ACL 2022 LEVEN: A Large-Scale Chinese Legal Event Detection Dataset ACL 2022 Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022 ELLE: Efficient Lifelong Pre-training for Emerging Data ACL 2022 ONION: A Simple and Effective Defense Against Textual Backdoor Attacks EMNLP 2021 Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework AAAI 2021 Adversarial Language Games for Advanced Natural Language Intelligence AAAI 2021 Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger ACL 2021 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021 Mask-Align: Self-Supervised Neural Word Alignment ACL 2021 Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution ACL 2021 Transfer Learning for Sequence Generation: from Single-source to Multi-source ACL 2021 OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL 2021 Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction ACL 2021 Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning ACL 2021 KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion ACL 2021 Alternated Training with Synthetic and Authentic Data for Neural Machine Translation ACL 2021 Automatic Construction of Sememe Knowledge Bases via Dictionaries ACL 2021 On the Language Coverage Bias for Neural Machine Translation ACL 2021 Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021 Self-Supervised Quality Estimation for Machine Translation EMNLP 2021 CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021 Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer EMNLP 2021 Knowledge Representation Learning with Contrastive Completion Coding EMNLP 2021 Visual Distant Supervision for Scene Graph Generation ICCV 2021 Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger IJCNLP 2021 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning IJCNLP 2021 Mask-Align: Self-Supervised Neural Word Alignment IJCNLP 2021 Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution IJCNLP 2021 Transfer Learning for Sequence Generation: from Single-source to Multi-source IJCNLP 2021 OpenAttack: An Open-source Textual Adversarial Attack Toolkit IJCNLP 2021 Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction IJCNLP 2021 Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning IJCNLP 2021 KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion IJCNLP 2021 Alternated Training with Synthetic and Authentic Data for Neural Machine Translation IJCNLP 2021 Automatic Construction of Sememe Knowledge Bases via Dictionaries IJCNLP 2021 On the Language Coverage Bias for Neural Machine Translation IJCNLP 2021 Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction NAACL 2021 Open Hierarchical Relation Extraction NAACL 2021 TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference NAACL 2021 Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL 2020 Fine-grained Fact Verification with Kernel Graph Attention Network ACL 2020 Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet COLING 2020 Meta-Information Guided Meta-Learning for Few-Shot Relation Classification COLING 2020 MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space AAAI 2020 Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets AAAI 2020 Neural Snowball for Few-Shot Relation Learning AAAI 2020 Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction AAAI 2020 Multi-Channel Reverse Dictionary Model AAAI 2020 Towards Interpretable Natural Language Understanding with Explanations as Latent Variables NIPS 2020 Coreferential Reasoning Learning for Language Representation EMNLP 2020 Modeling Voting for System Combination in Machine Translation IJCAI 2020 Text Style Transfer via Learning Style Instance Supported Latent Space IJCAI 2020 Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020 IsOBS: An Information System for Oracle Bone Script EMNLP 2020 Train No Evil: Selective Masking for Task-Guided Pre-Training EMNLP 2020 Denoising Relation Extraction from Document-level Distant Supervision EMNLP 2020 WantWords: An Open-source Online Reverse Dictionary System EMNLP 2020 Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020 More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction AACL 2020 How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence ACL 2020 Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020 JEC-QA: A Legal-Domain Question Answering Dataset AAAI 2020 Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data IJCNLP 2019 Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks IJCAI 2019 Sentiment-Controllable Chinese Poetry Generation IJCAI 2019 Enhancing Stock Movement Prediction with Adversarial Training IJCAI 2019 OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction EMNLP 2019 FewRel 2.0: Towards More Challenging Few-Shot Relation Classification EMNLP 2019 Learning to Copy for Automatic Post-Editing EMNLP 2019 HMEAE: Hierarchical Modular Event Argument Extraction EMNLP 2019 Improving Back-Translation with Uncertainty-based Confidence Estimation EMNLP 2019 Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data EMNLP 2019 Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification AAAI 2019 Adversarial Training for Weakly Supervised Event Detection NAACL 2019 Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System ACL 2019 Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL 2019 Modeling Semantic Compositionality with Sememe Knowledge ACL 2019 Quantifying Similarity between Relations with Fact Distribution ACL 2019 XQA: A Cross-lingual Open-domain Question Answering Dataset ACL 2019 ERNIE: Enhanced Language Representation with Informative Entities ACL 2019 Graph Neural Networks with Generated Parameters for Relation Extraction ACL 2019 GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset ACL 2019 OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction IJCNLP 2019 FewRel 2.0: Towards More Challenging Few-Shot Relation Classification IJCNLP 2019 Learning to Copy for Automatic Post-Editing IJCNLP 2019 HMEAE: Hierarchical Modular Event Argument Extraction IJCNLP 2019 Improving Back-Translation with Uncertainty-based Confidence Estimation IJCNLP 2019 Incorporating Chinese Characters of Words for Lexical Sememe Prediction ACL 2018 Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL 2018 Denoising Distantly Supervised Open-Domain Question Answering ACL 2018 Put It Back: Entity Typing with Language Model Enhancement EMNLP 2018 A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension EMNLP 2018 Chinese Poetry Generation with a Working Memory Model IJCAI 2018 Bandit Learning with Implicit Feedback NIPS 2018 Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention EMNLP 2018 Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018 Legal Judgment Prediction via Topological Learning EMNLP 2018 Few-Shot Charge Prediction with Discriminative Legal Attributes COLING 2018 Adversarial Multi-lingual Neural Relation Extraction COLING 2018 Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement EMNLP 2018 Language Modeling with Sparse Product of Sememe Experts EMNLP 2018 Chinese Poetry Generation with a Salient-Clue Mechanism CONLL 2018 FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation EMNLP 2018 OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018 Cross-lingual Lexical Sememe Prediction EMNLP 2018 Improving the Transformer Translation Model with Document-Level Context EMNLP 2018 CANE: Context-Aware Network Embedding for Relation Modeling ACL 2017 Visualizing and Understanding Neural Machine Translation ACL 2017 Neural Relation Extraction with Multi-lingual Attention ACL 2017 Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction EMNLP 2017 Incorporating Relation Paths in Neural Relation Extraction EMNLP 2017 Improved Word Representation Learning with Sememes ACL 2017 Adversarial Training for Unsupervised Bilingual Lexicon Induction ACL 2017 TransNet: Translation-Based Network Representation Learning for Social Relation Extraction IJCAI 2017 Image-embodied Knowledge Representation Learning IJCAI 2017 Fast Network Embedding Enhancement via High Order Proximity Approximation IJCAI 2017 Joint Training for Pivot-based Neural Machine Translation IJCAI 2017 Lexical Sememe Prediction via Word Embeddings and Matrix Factorization IJCAI 2017 Iterative Entity Alignment via Joint Knowledge Embeddings IJCAI 2017 Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization ACL 2017 Neural Sentiment Classification with User and Product Attention EMNLP 2016 Neural Relation Extraction with Selective Attention over Instances ACL 2016 Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora ACL 2016 Max-Margin DeepWalk: Discriminative Learning of Network Representation IJCAI 2016 Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization COLING 2016 Minimum Risk Training for Neural Machine Translation ACL 2016 Representation Learning of Knowledge Graphs with Hierarchical Types IJCAI 2016 Knowledge Representation Learning with Entities, Attributes and Relations IJCAI 2016 Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation IJCAI 2016 Semi-Supervised Learning for Neural Machine Translation ACL 2016 Consistency-Aware Search for Word Alignment EMNLP 2015 Learning Cross-lingual Word Embeddings via Matrix Co-factorization IJCNLP 2015 Network Representation Learning with Rich Text Information IJCAI 2015 Representation Learning for Measuring Entity Relatedness with Rich Information IJCAI 2015 Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora IJCAI 2015 Learning Cross-lingual Word Embeddings via Matrix Co-factorization ACL 2015 Joint Learning of Character and Word Embeddings IJCAI 2015 Modeling Relation Paths for Representation Learning of Knowledge Bases EMNLP 2015 Online Learning of Interpretable Word Embeddings EMNLP 2015 Generalized Agreement for Bidirectional Word Alignment EMNLP 2015 A Unified Model for Word Sense Representation and Disambiguation EMNLP 2014 A Neural Reordering Model for Phrase-based Translation COLING 2014 Query Lattice for Translation Retrieval COLING 2014 Recursive Autoencoders for ITG-Based Translation EMNLP 2013 Expert Finding for Microblog Misinformation Identification COLING 2012 Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion COLING 2012 THUTR: A Translation Retrieval System COLING 2012 A Beam Search Algorithm for ITG Word Alignment COLING 2012 Topical Word Trigger Model for Keyphrase Extraction COLING 2012 Random Walks on Context-Aware Relation Graphs for Ranking Social Tags COLING 2012 Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012 Extract Chinese Unknown Words from a Large-scale Corpus Using Morphological and Distributional Evidences IJCNLP 2011 Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method ACL 2011 Automatic Keyphrase Extraction by Bridging Vocabulary Gap CONLL 2011 A Simple Word Trigger Method for Social Tag Suggestion EMNLP 2011 Semi-Supervised SimHash for Efficient Document Similarity Search ACL 2011 Automatic Keyphrase Extraction via Topic Decomposition EMNLP 2010 Explore the Structure of Social Tags by Subsumption Relations COLING 2010 Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm COLING 2010 Clustering to Find Exemplar Terms for Keyphrase Extraction EMNLP 2009 Scalable Term Selection for Text Categorization CONLL 2007 Scalable Term Selection for Text Categorization EMNLP 2007 A Comparison and Semi-Quantitative Analysis of Words and Character-Bigrams as Features in Chinese Text Categorization COLING 2006 A Comparison and Semi-Quantitative Analysis of Words and Character-Bigrams as Features in Chinese Text Categorization ACL 2006 Classifying Chinese Texts in Two Steps IJCNLP 2005 A Method of Recognizing Entity and Relation IJCNLP 2005 Automatic Image Annotation Using Maximum Entropy Model IJCNLP 2005 Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information COLING 2002