Yue Zhang

390 papers · 2007–2026 · 22 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (46) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (19) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (22) 🏠 Conference Loyalist (21) 🌟 Keyword Trendsetter Combo (11) 🤝 Dynamic Duo (29) 🏆 Keyword Champion (3) 🧬 Topic Evolution 🏆 Grand Slam 👥 Mega-Team (34) 🔬 Deep Specialist (37) 📈 Trend Setter 🚀 Conference Pioneer 🔥 Unstoppable (17) ❓ The Questioner (15) 💎 Century Club (382) 🗃️ Keyword Collector (134) ⚡ Prolific Year (35)

Conferences

ACL (115) EMNLP (87) COLING (39) IJCNLP (28) AAAI (26) IJCAI (20) NAACL (17) ICLR (16) INTERSPEECH (8) EACL (8) NIPS (6) ICML (5) CVPR (3) ICCV (2) ECCV (2) CONLL (2) MICCAI (1) ACML (1) NSDI (1) SEMEVAL (1) UAI (1) WACV (1)

Top co-authors

Leyang Cui (29) Linyi Yang (27) Min Zhang (21) Meishan Zhang (21) Linfeng Song (21) Zhiyang Teng (17) Yafu Li (17) Zheng Zhang (17) Ting Liu (16) Guangsheng Bao (16)

Research topics

Understanding (1) Applications (1) Probability (1) Digital Humanities (1)

Keywords

large language model (44) neural network (30) text classification (18) neural machine translation (17) text generation (16) attention mechanism (16) named entity recognition (15) multi-task learning (15) natural language processing (14) sentiment analysis (13) representation learning (13) dependency parsing (13) domain adaptation (12) semantic parsing (11) contrastive learning (11) machine translation (11) abstract meaning representation (11) sequence labeling (11) language model (11) pre-trained language model (11)

Papers

LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection AAAI 2026

ScoreNet: Netting Lightweight Quality Scores for Better Visual Assessment with Large Multi-Modality Models WACV 2026

DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning EACL 2026

ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026

Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks AAAI 2026

Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception AAAI 2026

Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models AAAI 2026

Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model AAAI 2026

Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution AAAI 2025

Concurrent Planning and Execution in Lifelong Multi-Agent Path Finding with Delay Probabilities AAAI 2025

Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification AAAI 2025

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025

How Likely Do LLMs with CoT Mimic Human Reasoning? COLING 2025

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025

SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025

ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration ACL 2025

Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ACL 2025

Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing ACL 2025

SR-LLM: Rethinking the Structured Representation in Large Language Model ACL 2025

DocFusion: A Unified Framework for Document Parsing Tasks ACL 2025

R3: “This is My SQL, Are You With Me?” A Consensus-Based Multi-Agent System for Text-to-SQL Tasks ACL 2025

Contrastive Disentanglement Learning Framework for Multi-lead Wearable ECG Denoising MICCAI 2025

Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels IJCAI 2025

Exploring the Frontiers of Animation Video Generation in the Sora Era: Method, Dataset and Benchmark IJCAI 2025

Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025

Noise-Guided Predicate Representation Extraction and Diffusion-Enhanced Discretization for Scene Graph Generation ICML 2025

Constrain Alignment with Sparse Autoencoders ICML 2025

Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures ICML 2025

CycleResearcher: Improving Automated Research via Automated Review ICLR 2025

Personality Alignment of Large Language Models ICLR 2025

Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information ICLR 2025

Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection ICLR 2025

SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025

Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings ICLR 2025

CofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark ICLR 2025

MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025

An Empirical Analysis of Uncertainty in Large Language Model Evaluations ICLR 2025

Human Simulacra: Benchmarking the Personification of Large Language Models ICLR 2025

ELICIT: LLM Augmentation Via External In-context Capability ICLR 2025

NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens ICLR 2025

Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025

DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation ACL 2025

MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025

ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025

Multi-Document Event Extraction Using Large and Small Language Models EMNLP 2025

Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025

LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research EMNLP 2025

Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values EMNLP 2025

Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector CVPR 2025

Alleviating Hallucinations of Large Language Models through Induced Hallucinations NAACL 2025

Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025

Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation CVPR 2025

DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025

Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025

Dynamics of Instruction Fine-Tuning for Chinese Large Language Models COLING 2025

Partial Point Cloud Registration with Multi-view 2D Image Learning AAAI 2025

From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications ACL 2024

NavHint: Vision and Language Navigation Agent with a Hint Generator EACL 2024

Which Sense Dominates Multisensory Semantic Understanding? A Brain Decoding Study COLING 2024

Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs COLING 2024

DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding COLING 2024

GRACE: Loss-Resilient Real-Time Video through Neural Codecs NSDI 2024

RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation NIPS 2024

LLMEval: A Preliminary Study on How to Evaluate Large Language Models AAAI 2024

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024

A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution NAACL 2024

Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature ICLR 2024

Understanding In-Context Learning from Repetitions ICLR 2024

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization ICLR 2024

Supervised Knowledge Makes Large Language Models Better In-context Learners ICLR 2024

LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation EMNLP 2024

Empirical Prior for Text Autoencoders EMNLP 2024

PDF-to-Tree: Parsing PDF Text Blocks into a Tree EMNLP 2024

A Survey on Open Information Extraction from Rule-based Model to Large Language Model EMNLP 2024

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees EMNLP 2024

Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024

RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024

FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models EMNLP 2024

Semformer: Transformer Language Models with Semantic Planning EMNLP 2024

Nash CoT: Multi-Path Inference with Preference Equilibrium EMNLP 2024

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024

Knowledge Conflicts for LLMs: A Survey EMNLP 2024

ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024

Knowledge-Centric Hallucination Detection EMNLP 2024

Common Sense Reasoning for Deep Fake Detection ECCV 2024

Can Language Models Learn to Skip Steps? NIPS 2024

AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024

Gated Slot Attention for Efficient Linear-Time Sequence Modeling NIPS 2024

MAGE: Machine-generated Text Detection in the Wild ACL 2024

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024

KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models ACL 2024

Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024

Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection ACL 2024

Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024

What Have We Achieved on Non-autoregressive Translation? ACL 2024

Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024

ZeroStance: Leveraging ChatGPT for Open-Domain Stance Detection via Dataset Generation ACL 2024

RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models ACL 2024

Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation ACL 2023

Target-Side Augmentation for Document-Level Machine Translation ACL 2023

UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023

An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ACL 2023

VLN-Trans: Translator for the Vision and Language Navigation Agent ACL 2023

Measuring Consistency in Text-based Financial Forecasting Models ACL 2023

Explicit Syntactic Guidance for Neural Text Generation ACL 2023

Dual Cache for Long Document Neural Coreference Resolution ACL 2023

Learning to Generalize for Cross-domain QA ACL 2023

Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis ACL 2023

Exploiting Abstract Meaning Representation for Open-Domain Question Answering ACL 2023

RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering ACL 2023

Opinion Tree Parsing for Aspect-based Sentiment Analysis ACL 2023

Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ACL 2023

NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023

GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective ACL 2023

Token-level Fitting Issues of Seq2seq Models ACL 2023

Eliciting Rich Positive Emotions in Dialogue Generation ACL 2023

RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation EMNLP 2023

LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023

TRAMS: Training-free Memory Selection for Long-range Language Modeling EMNLP 2023

Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information EMNLP 2023

LLM-enhanced Self-training for Cross-domain Constituency Parsing EMNLP 2023

Non-Autoregressive Document-Level Machine Translation EMNLP 2023

HOI-aware Adaptive Network for Weakly-supervised Action Segmentation IJCAI 2023

Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding AAAI 2023

Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023

GEMINI: Controlling The Sentence-Level Summary Style in Abstractive Text Summarization EMNLP 2023

GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023

Evaluating Open-QA Evaluation NIPS 2023

A Simple and General Binarization Method for Image Restoration Neural Networks ACML 2023

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023

Memory-Based Invariance Learning for Out-of-Domain Text Classification EMNLP 2023

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023

Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023

End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions EMNLP 2023

Non-autoregressive Text Editing with Copy-aware Latent Alignments EMNLP 2023

Consistency Regularization Training for Compositional Generalization ACL 2023

Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations ACL 2023

USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022

DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning AAAI 2022

NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting AAAI 2022

Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis ACL 2022

Investigating Non-local Features for Neural Constituency Parsing ACL 2022

Graph Pre-training for AMR Parsing and Generation ACL 2022

A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings ACL 2022

Explicit Object Relation Alignment for Vision and Language Navigation ACL 2022

Challenges to Open-Domain Constituency Parsing ACL 2022

Prompt-Driven Neural Machine Translation ACL 2022

A Graph Enhanced BERT Model for Event Prediction ACL 2022

Semantic-based Pre-training for Dialogue Understanding COLING 2022

Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022

Human-in-the-loop Robotic Grasping Using BERT Scene Representation COLING 2022

Speeding up Transformer Decoding via an Attention Refinement Network COLING 2022

Categorizing Semantic Representations for Neural Machine Translation COLING 2022

FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition COLING 2022

LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation COLING 2022

On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022

Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction COLING 2022

Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022

Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022

SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022

Multi-Granularity Optimization for Non-Autoregressive Translation EMNLP 2022

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022

Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022

Cross-domain Generalization for AMR Parsing EMNLP 2022

AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022

Supervised Off-Policy Ranking ICML 2022

Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022

MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022

Contrastive Data and Learning for Natural Language Processing NAACL 2022

PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022

Contrastive latent variable models for neural text generation UAI 2022

Semantic Representation for Dialogue Modeling ACL 2021

End-to-End AMR Coreference Resolution ACL 2021

G-Transformer for Document-Level Machine Translation ACL 2021

Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? ACL 2021

Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis ACL 2021

Towards Navigation by Reasoning over Spatial Configurations IJCNLP 2021

What Did You Refer to? Evaluating Co-References in Dialogue IJCNLP 2021

DialogSum: A Real-Life Scenario Dialogue Summarization Dataset IJCNLP 2021

Generalized Supervised Attention for Text Generation IJCNLP 2021

Towards Navigation by Reasoning over Spatial Configurations ACL 2021

Template-Based Named Entity Recognition Using BART IJCNLP 2021

A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation IJCNLP 2021

On Commonsense Cues in BERT for Solving Commonsense Tasks IJCNLP 2021

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing IJCNLP 2021

Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter IJCNLP 2021

On Compositional Generalization of Neural Machine Translation IJCNLP 2021

Semantic Representation for Dialogue Modeling IJCNLP 2021

End-to-End AMR Coreference Resolution IJCNLP 2021

G-Transformer for Document-Level Machine Translation IJCNLP 2021

Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? IJCNLP 2021

Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis IJCNLP 2021

When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding IJCAI 2021

Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution ICCV 2021

Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021

A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021

Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation EMNLP 2021

Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation EMNLP 2021

Entity Relation Extraction as Dependency Parsing in Visually Rich Documents EMNLP 2021

Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021

Structural Adapters in Pretrained Language Models for AMR-to-Text Generation EMNLP 2021

Solving Aspect Category Sentiment Analysis as a Text Generation Task EMNLP 2021

Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP 2021

Brain Decoding Using fNIRS AAAI 2021

Contextualized Rewriting for Text Summarization AAAI 2021

What Did You Refer to? Evaluating Co-References in Dialogue ACL 2021

DialogSum: A Real-Life Scenario Dialogue Summarization Dataset ACL 2021

Generalized Supervised Attention for Text Generation ACL 2021

Template-Based Named Entity Recognition Using BART ACL 2021

A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation ACL 2021

On Commonsense Cues in BERT for Solving Commonsense Tasks ACL 2021

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021

Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter ACL 2021

On Compositional Generalization of Neural Machine Translation ACL 2021

Structural Information Preserving for Graph-to-Text Generation ACL 2020

DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020

Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach ACL 2020

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ACL 2020

Latent Emotion Memory for Multi-Label Emotion Classification AAAI 2020

Semantic Role Labeling with Heterogeneous Syntactic Knowledge COLING 2020

Does Chinese BERT Encode Word Structure? COLING 2020

Sentiment Forecasting in Dialog COLING 2020

Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets COLING 2020

Making the Best Use of Review Summary for Sentiment Analysis COLING 2020

AMR Parsing with Latent Structural Information ACL 2020

ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT ACL 2020

Multi-Cell Compositional LSTM for NER Domain Adaptation ACL 2020

Evaluating Commonsense in Pre-Trained Language Models AAAI 2020

Relation Extraction Exploiting Full Dependency Forests AAAI 2020

FAS-Net: Construct Effective Features Adaptively for Multi-Scale Object Detection AAAI 2020

SemEval-2020 Task 4: Commonsense Validation and Explanation COLING 2020

Investigating Rich Feature Sources for Conceptual Representation Encoding COLING 2020

Layer-Wise Multi-View Learning for Neural Machine Translation COLING 2020

What Have We Achieved on Text Summarization? EMNLP 2020

Online Back-Parsing for AMR-to-Text Generation EMNLP 2020

Inducing Target-Specific Latent Structures for Aspect Sentiment Classification EMNLP 2020

Coarse-to-Fine Pre-training for Named Entity Recognition EMNLP 2020

Entity Enhanced BERT Pre-training for Chinese NER EMNLP 2020

Enhancing Generalization in Natural Language Inference by Syntax EMNLP 2020

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP 2020

Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations AAAI 2020

SemEval-2020 Task 4: Commonsense Validation and Explanation SEMEVAL 2020

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP IJCAI 2020

Dialogue State Induction Using Neural Latent Variable Models IJCAI 2020

LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning IJCAI 2020

Inference-Masked Loss for Deep Structured Output Learning IJCAI 2020

Multi-Point Semantic Representation for Intent Classification AAAI 2020

Porous Lattice Transformer Encoder for Chinese NER COLING 2020

Multiscale Collaborative Deep Models for Neural Machine Translation ACL 2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL 2020

Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ACL 2020

Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020

A Pilot Study for Chinese SQL Semantic Parsing IJCNLP 2019

SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT CONLL 2019

Leveraging Dependency Forest for Neural Medical Relation Extraction EMNLP 2019

Syntax-Enhanced Self-Attention-Based Semantic Role Labeling EMNLP 2019

Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank EMNLP 2019

Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019

A Pilot Study for Chinese SQL Semantic Parsing EMNLP 2019

Hierarchically-Refined Label Attention Network for Sequence Labeling EMNLP 2019

Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks AAAI 2019

Multi-Granular Text Encoding for Self-Explaining Categorization ACL 2019

Latent Variable Sentiment Grammar ACL 2019

Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation ACL 2019

Tree Communication Models for Sentiment Analysis ACL 2019

Leveraging Local and Global Patterns for Self-Attention Networks ACL 2019

Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019

Cross-Domain NER using Cross-Domain Language Modeling ACL 2019

SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects ICCV 2019

Extracting Entities and Events as a Single Task Using a Transition-Based Neural Model IJCAI 2019

Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019

Leveraging Dependency Forest for Neural Medical Relation Extraction IJCNLP 2019

Syntax-Enhanced Self-Attention-Based Semantic Role Labeling IJCNLP 2019

Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank IJCNLP 2019

Contrastive Attention Mechanism for Abstractive Sentence Summarization IJCNLP 2019

Hierarchically-Refined Label Attention Network for Sequence Labeling IJCNLP 2019

Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019

Subword Encoding in Lattice LSTM for Chinese Word Segmentation NAACL 2019

Improving Cross-Domain Chinese Word Segmentation with Word Embeddings NAACL 2019

A Neural Network Approach to Verb Phrase Ellipsis Resolution AAAI 2019

Joint models for NLP EMNLP 2018

Mining Evidences for Concept Stock Recommendation NAACL 2018

Learning Domain Representation for Multi-Domain Sentiment Classification NAACL 2018

YEDDA: A Lightweight Collaborative Text Span Annotation Tool ACL 2018

Leveraging Context Information for Natural Question Generation NAACL 2018

NCRF++: An Open-source Neural Sequence Labeling Toolkit ACL 2018

Kernelized Subspace Pooling for Deep Local Descriptors CVPR 2018

Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification ECCV 2018

Chinese NER Using Lattice LSTM ACL 2018

Design Challenges and Misconceptions in Neural Sequence Labeling COLING 2018

Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction COLING 2018

Sentence-State LSTM for Text Representation ACL 2018

Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification IJCAI 2018

Joint Extraction of Entities and Relations Based on a Novel Graph Scheme IJCAI 2018

N-ary Relation Extraction using Graph-State LSTM EMNLP 2018

A Graph-to-Sequence Model for AMR-to-Text Generation ACL 2018

A Rank-Based Similarity Metric for Word Embeddings ACL 2018

Two Local Models for Neural Constituent Parsing COLING 2018

Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring CONLL 2017

Universal Dependencies Parsing for Colloquial Singaporean English ACL 2017

Integrating Order Information and Event Relation for Script Event Prediction EMNLP 2017

Word-Context Character Embeddings for Chinese Word Segmentation EMNLP 2017

The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring INTERSPEECH 2017

Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation INTERSPEECH 2017

Transition-Based Deep Input Linearization EACL 2017

Attention Modeling for Targeted Sentiment EACL 2017

Dependency Parsing with Partial Annotations: An Empirical Comparison IJCNLP 2017

Implicit Syntactic Features for Target-dependent Sentiment Analysis IJCNLP 2017

Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization IJCNLP 2017

Deep Learning in Lexical Analysis and Parsing IJCNLP 2017

Opinion Recommendation Using A Neural Model EMNLP 2017

End-to-End Neural Relation Extraction with Global Optimization EMNLP 2017

Transition-Based Disfluency Detection using LSTMs EMNLP 2017

AMR-to-text Generation with Synchronous Node Replacement Grammar ACL 2017

DDoS Event Forecasting using Twitter Data IJCAI 2017

Neural Word Segmentation with Rich Pretraining ACL 2017

A Neural Model for Joint Event Detection and Summarization IJCAI 2017

Neural Networks for Sentiment Analysis EMNLP 2016

Don’t Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text ACL 2016

A Search-Based Dynamic Reranking Model for Dependency Parsing ACL 2016

Transition-Based Neural Word Segmentation ACL 2016

Active Learning for Dependency Parsing with Partial Annotation ACL 2016

On the Consistency of Feature Selection With Lasso for Non-linear Targets ICML 2016

AMR-to-text generation as a Traveling Salesman Problem EMNLP 2016

Bag-of-Embeddings for Text Classification IJCAI 2016

Joint Models for Extracting Adverse Drug Events from Biomedical Text IJCAI 2016

Context-Sensitive Lexicon Features for Neural Sentiment Analysis EMNLP 2016

Automatic Features for Essay Scoring – An Empirical Study EMNLP 2016

Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network EMNLP 2016

Neural Network for Heterogeneous Annotations EMNLP 2016

Deceptive Opinion Spam Detection Using Neural Network COLING 2016

A Bilingual Attention Network for Code-switched Emotion Prediction COLING 2016

Knowledge-Driven Event Embedding for Stock Prediction COLING 2016

The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception, Sincerity & Native Language INTERSPEECH 2016

The Deception Sub-Challenge: The Data INTERSPEECH 2016

The Sincerity Sub-Challenge: The Data INTERSPEECH 2016

Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective INTERSPEECH 2016

The Native Language Sub-Challenge: The Data INTERSPEECH 2016

The INTERSPEECH 2016 Computational Paralinguistics Challenge: A Summary of Results INTERSPEECH 2016

Expectation-Regulated Neural Model for Event Mention Extraction NAACL 2016

Transition-Based Syntactic Linearization with Lookahead Features NAACL 2016

Tweet Sarcasm Detection Using Deep Neural Network COLING 2016

Distance Metric Learning for Aspect Phrase Grouping COLING 2016

Measuring the Information Content of Financial News COLING 2016

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing ACL 2015

Event-Driven Headline Generation ACL 2015

Transition-Based Syntactic Linearization NAACL 2015

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing IJCNLP 2015

Event-Driven Headline Generation IJCNLP 2015

An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering EMNLP 2015

Neural Networks for Open Domain Targeted Sentiment EMNLP 2015

Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing EMNLP 2015

Target-Dependent Twitter Sentiment Classification with Rich Automatic Features IJCAI 2015

Deep Learning for Event-Driven Stock Prediction IJCAI 2015

Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining EMNLP 2015

A Transition-based Model for Joint Segmentation, POS-tagging and Normalization EMNLP 2015

Character-Level Chinese Dependency Parsing ACL 2014

Shift-Reduce CCG Parsing with a Dependency Model ACL 2014

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging EACL 2014

On WordNet Semantic Classes and Dependency Parsing ACL 2014

Punctuation Processing for Projective Dependency Parsing ACL 2014

Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding ACL 2014

Feature Embedding for Dependency Parsing COLING 2014

Multi-view Chinese Treebanking COLING 2014

Tagging The Web: Building A Robust Web Tagger with Neural Network ACL 2014

ZORE: A Syntax-based System for Chinese Open Relation Extraction EMNLP 2014

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation EMNLP 2014

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations EMNLP 2014

Syntactic SMT Using a Discriminative Text Generation Model EMNLP 2014

Fast and Accurate Shift-Reduce Constituent Parsing ACL 2013

Partial-Tree Linearization: Generalized Word Ordering for Text Synthesis IJCAI 2013

Learning to Prune: Context-Sensitive Pruning for Syntactic MT ACL 2013

Feature-Rich Segment-Based News Event Detection on Twitter IJCNLP 2013

Semi-Supervised Feature Transformation for Dependency Parsing EMNLP 2013

Chinese Parsing Exploiting Characters ACL 2013

Unsupervised Domain Adaptation for Joint Segmentation and POS-Tagging COLING 2012

Syntax-Based Word Ordering Incorporating a Large-Scale Language Model EACL 2012

Analyzing the Effect of Global Learning and Beam-Search on Transition-Based Dependency Parsing COLING 2012

Syntax-Based Grammaticality Improvement using CCG and Guided Search EMNLP 2011

Transition-based Dependency Parsing with Rich Non-local Features ACL 2011

Shift-Reduce CCG Parsing ACL 2011

A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model EMNLP 2010

Recent Advances in Dependency Parsing NAACL 2010

Chart Pruning for Fast Lexicalised-Grammar Parsing COLING 2010

Joint Word Segmentation and POS Tagging Using a Single Perceptron ACL 2008

A Tale of Two Parsers: Investigating and Combining Graph-based and Transition-based Dependency Parsing EMNLP 2008

Chinese Segmentation with a Word-Based Perceptron Algorithm ACL 2007