Fei Huang
267 papers · 2004–2026 · 18 conferences · across top CS/AI conferences
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Conferences
ACL (81)
EMNLP (70)
AAAI (19)
IJCNLP (16)
NIPS (13)
COLING (13)
NAACL (11)
ICML (10)
ICLR (7)
CVPR (6)
IJCAI (6)
CONLL (4)
ICCV (3)
ECCV (2)
EACL (2)
SEMEVAL (2)
INTERSPEECH (1)
AACL (1)
Top co-authors
Research topics
Keywords
large language model
(50)
named entity recognition
(20)
retrieval-augmented generation
(18)
language model
(16)
multimodal large language model
(12)
question answering
(12)
contrastive learning
(11)
text generation
(11)
transfer learning
(11)
reinforcement learning
(10)
multimodal learning
(10)
information retrieval
(10)
dialogue system
(9)
cross-lingual transfer
(9)
sequence labeling
(8)
information extraction
(8)
knowledge distillation
(8)
pre-trained language model
(8)
in-context learning
(8)
domain adaptation
(7)
Papers
ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling
ACL 2026
MOA: Multi-Objective Alignment for Role-Playing Agents
ACL 2026
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
ACL 2026
Experience-driven Multi-turn Reinforcement Learning for GUI Agents
ACL 2026
RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
ACL 2026
Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
ACL 2026
Selective Weak-to-Strong Generalization
AAAI 2026
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
ACL 2026
EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
ACL 2026
Efficient and Effective In-context Demonstration Selection with Coreset
AAAI 2026
MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
ACL 2026
A Novel Matching Paradigm: Unified Generative and Discriminative LLM with Prompt Compression for Relevance Learning
ACL 2026
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
EMNLP 2025
Debate Helps Weak-to-Strong Generalization
AAAI 2025
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
ICLR 2025
Benchmarking Agentic Workflow Generation
ICLR 2025
On the Role of Attention Heads in Large Language Model Safety
ICLR 2025
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
ACL 2025
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
ACL 2025
WebWalker: Benchmarking LLMs in Web Traversal
ACL 2025
SDPO: Segment-Level Direct Preference Optimization for Social Agents
ACL 2025
Agentic Knowledgeable Self-awareness
ACL 2025
EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
ACL 2025
ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
ACL 2025
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
ACL 2025
OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction
ACL 2025
DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
ACL 2025
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
ACL 2025
Supervised Optimism Correction: Be Confident When LLMs Are Sure
ACL 2025
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling
ACL 2025
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
ACL 2025
Reverse Preference Optimization for Complex Instruction Following
ACL 2025
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
EMNLP 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
EMNLP 2025
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training
EMNLP 2025
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
EMNLP 2025
EvolveSearch: An Iterative Self-Evolving Search Agent
EMNLP 2025
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
ICLR 2025
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
ICLR 2025
KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models
EMNLP 2025
RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing
EMNLP 2025
CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis
EMNLP 2025
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
EMNLP 2025
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator
COLING 2025
CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization
EMNLP 2025
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification
EMNLP 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding
EMNLP 2025
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines
EMNLP 2025
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
NAACL 2025
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark
COLING 2025
Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese
EMNLP 2025
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling
NAACL 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
EMNLP 2025
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
EMNLP 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
CVPR 2025
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
CVPR 2025
ConText: Driving In-context Learning for Text Removal and Segmentation
ICML 2025
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs β No Silver Bullet for LC or RAG Routing
ICML 2025
CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration
ICML 2025
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
ICML 2025
Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
ICML 2025
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
NIPS 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
CVPR 2024
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
CVPR 2024
OmniParser: A Unified Framework for Text Spotting Key Information Extraction and Table Recognition
CVPR 2024
Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
EMNLP 2024
Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking
EACL 2024
Platypus: A Generalized Specialist Model for Reading Text in Various Forms
ECCV 2024
Visual Text Generation in the Wild
ECCV 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
EMNLP 2024
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario
EMNLP 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
EMNLP 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
EMNLP 2024
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
EMNLP 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG
EMNLP 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
EMNLP 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing
EMNLP 2024
MIBench: Evaluating Multimodal Large Language Models over Multiple Images
EMNLP 2024
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models
EMNLP 2024
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
EMNLP 2024
Retrieved In-Context Principles from Previous Mistakes
EMNLP 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
EMNLP 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model
EMNLP 2024
TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
EMNLP 2024
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
NIPS 2024
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning
NAACL 2024
Fine-Tuning Language Models with Reward Learning on Policy
NAACL 2024
Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation
NAACL 2024
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
IJCAI 2024
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
ICML 2024
Training-Free Long-Context Scaling of Large Language Models
ICML 2024
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
NIPS 2024
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
NIPS 2024
Agent Planning with World Knowledge Model
NIPS 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
NIPS 2024
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
AAAI 2024
Preference Ranking Optimization for Human Alignment
AAAI 2024
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
AAAI 2024
One-Shot Learning as Instruction Data Prospector for Large Language Models
ACL 2024
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use
ACL 2024
Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
ACL 2024
Model Composition for Multimodal Large Language Models
ACL 2024
Iterative Forward Tuning Boosts In-Context Learning in Language Models
ACL 2024
Speculative Contrastive Decoding
ACL 2024
SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
ACL 2024
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories
ACL 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
ACL 2024
Budget-Constrained Tool Learning with Planning
ACL 2024
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
ACL 2024
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts
COLING 2024
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment
COLING 2024
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models
COLING 2024
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training
COLING 2024
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment
COLING 2024
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
COLING 2024
Learning Trajectory-Word Alignments for Video-Language Tasks
ICCV 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning
NIPS 2023
RRHF: Rank Responses to Align Language Models with Human Feedback
NIPS 2023
Debiased and Denoised Entity Recognition from Distant Supervision
NIPS 2023
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation
NIPS 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
NIPS 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
NIPS 2023
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
AAAI 2023
Adversarial Self-Attention for Language Understanding
AAAI 2023
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
AACL 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality
ACL 2023
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation
ACL 2023
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition
ACL 2023
Reasoning with Language Model Prompting: A Survey
ACL 2023
Long-Tailed Question Answering in an Open World
ACL 2023
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
ACL 2023
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering
ACL 2023
Transforming Visual Scene Graphs to Image Captions
ACL 2023
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts
ACL 2023
Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation
ACL 2023
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark
ACL 2023
Universal Information Extraction with Meta-Pretrained Self-Retrieval
ACL 2023
Unified Language Representation for Question Answering over Text, Tables, and Images
ACL 2023
Domain Incremental Lifelong Learning in an Open World
ACL 2023
PEER: Pre-training ELECTRA Extended by Ranking
ACL 2023
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks
ACL 2023
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts
ACL 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering
ACL 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
ACL 2023
Diversify Question Generation with Retrieval-Augmented Style Transfer
EMNLP 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
EMNLP 2023
Knowledge Rumination for Pre-trained Language Models
EMNLP 2023
Causal Document-Grounded Dialogue Pre-training
EMNLP 2023
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models
EMNLP 2023
Improving Question Generation with Multi-level Content Planning
EMNLP 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
EMNLP 2023
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection
EMNLP 2023
Improving Seq2Seq Grammatical Error Correction via Decoding Interventions
EMNLP 2023
HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training
ICCV 2023
BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization.
ICCV 2023
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
ICML 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER
IJCAI 2023
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
IJCNLP 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
SEMEVAL 2023
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers
COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting
COLING 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding
COLING 2022
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition
ACL 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection
AAAI 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition
SEMEVAL 2022
Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract)
AAAI 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression
AAAI 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning
EMNLP 2022
Chaining Simultaneous Thoughts for Numerical Reasoning
EMNLP 2022
Towards Generalizable and Robust Text-to-SQL Parsing
EMNLP 2022
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots
EMNLP 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
EMNLP 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings
EMNLP 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
EMNLP 2022
Estimating Soft Labels for Out-of-Domain Intent Detection
EMNLP 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition
NAACL 2022
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction
NAACL 2022
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction
NAACL 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
IJCAI 2022
Directed Acyclic Transformer for Non-Autoregressive Machine Translation
ICML 2022
On the Learning of Non-Autoregressive Transformers
ICML 2022
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
ICLR 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
NIPS 2022
Parallel Instance Query Network for Named Entity Recognition
ACL 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency
ACL 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
ACL 2022
S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method
ACL 2022
Rethinking Denoised Auto-Encoding in Language Pre-Training
EMNLP 2021
Contrastive Triple Extraction with Generative Transformer
AAAI 2021
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation
AAAI 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings
EMNLP 2021
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer
ACL 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking
ACL 2021
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder
AAAI 2021
Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity
AAAI 2021
Prototypical Representation Learning for Relation Extraction
ICLR 2021
StructuralLM: Structural Pre-training for Form Understanding
ACL 2021
Risk Minimization for Zero-shot Sequence Labeling
ACL 2021
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation
ACL 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering
ACL 2021
OntoED: Low-resource Event Detection with Ontology Embedding
ACL 2021
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing
AAAI 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision
ACL 2021
Automated Concatenation of Embeddings for Structured Prediction
ACL 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
ACL 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor
ACL 2021
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning
ACL 2021
Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation
IJCAI 2021
Document-level Relation Extraction as Semantic Segmentation
IJCAI 2021
Nested Named Entity Recognition with Partially-Observed TreeCRFs
AAAI 2021
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning
IJCNLP 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor
IJCNLP 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
IJCNLP 2021
Automated Concatenation of Embeddings for Structured Prediction
IJCNLP 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision
IJCNLP 2021
OntoED: Low-resource Event Detection with Ontology Embedding
IJCNLP 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering
IJCNLP 2021
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation
IJCNLP 2021
Risk Minimization for Zero-shot Sequence Labeling
IJCNLP 2021
StructuralLM: Structural Pre-training for Form Understanding
IJCNLP 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking
IJCNLP 2021
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer
IJCNLP 2021
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents
NAACL 2021
Improving Biomedical Pretrained Language Models with Knowledge
NAACL 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations
EMNLP 2021
Word Reordering for Zero-shot Cross-lingual Structured Prediction
EMNLP 2021
A Unified Encoding of Structures in Transition Systems
EMNLP 2021
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning
EMNLP 2021
More Embeddings, Better Sequence Labelers?
EMNLP 2020
Aspect Sentiment Classification with Aspect-Specific Opinion Spans
EMNLP 2020
Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling
IJCAI 2020
A Joint Neural Model for Information Extraction with Global Features
ACL 2020
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN
ACL 2020
OpenUE: An Open Toolkit of Universal Extraction from Text
EMNLP 2020
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation
EMNLP 2020
Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition
AAAI 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network
EMNLP 2020
An Investigation of Potential Function Designs for Neural CRF
EMNLP 2020
Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis
AAAI 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling
ACL 2020
ARAML: A Stable Adversarial Training Framework for Text Generation
IJCNLP 2019
Unsupervised Multi-Modal Neural Machine Translation
CVPR 2019
ARAML: A Stable Adversarial Training Framework for Text Generation
EMNLP 2019
Noisy BiLSTM-Based Models for Disfluency Detection
INTERSPEECH 2019
Alibaba Speech Translation Systems for IWSLT 2018
EMNLP 2018
Using Relevant Public Posts to Enhance News Article Summarization
COLING 2016
Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
CONLL 2016
Improved Arabic Dialect Classification with Social Media Data
EMNLP 2015
Improving Word Alignment Using Linguistic Code Switching Data
EACL 2014
Adaptive HTER Estimation for Document-Specific MT Post-Editing
ACL 2014
Generalized Reordering Rules for Improved SMT
ACL 2013
Biased Representation Learning for Domain Adaptation
CONLL 2012
Biased Representation Learning for Domain Adaptation
EMNLP 2012
Goodness: A Method for Measuring Machine Translation Confidence
ACL 2011
Language Models as Representations for Weakly Supervised NLP Tasks
CONLL 2011
Open-Domain Semantic Role Labeling by Modeling Word Spans
ACL 2010
Feature-Rich Discriminative Phrase Rescoring for SMT
COLING 2010
Distributional Representations for Handling Sparsity in Supervised Sequence-Labeling
ACL 2009
Confidence Measure for Word Alignment
IJCNLP 2009
Confidence Measure for Word Alignment
ACL 2009
Distributional Representations for Handling Sparsity in Supervised Sequence-Labeling
IJCNLP 2009
When Harry Met Harri: Cross-lingual Name Spelling Normalization
EMNLP 2008
Hierarchical System Combination for Machine Translation
EMNLP 2007
Hierarchical System Combination for Machine Translation
CONLL 2007
Cluster-specific Named Entity Transliteration
EMNLP 2005
Mining Key Phrase Translations from Web Corpora
EMNLP 2005
Improving Named Entity Translation Combining Phonetic and Semantic Similarities
NAACL 2004