Fei Huang

257 papers · 2004–2026 · 18 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (12) 🌍 Conference Polyglot (18) 🏃 Academic Marathon (21) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (26) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐺 Lone Wolf (4) 🏠 Conference Loyalist (70) 🏆 Keyword Champion (4) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (23) 🔬 Deep Specialist (51) 🧬 Topic Evolution 🤝 Dynamic Duo (59) ⚡ Prolific Year (44) ❓ The Questioner (2) 🔥 Unstoppable (10) 💎 Century Club (255) 📈 Trend Setter 🗃️ Keyword Collector (79)

Conferences

ACL (71) 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

Yongbin Li (60) Yong Jiang (50) Pengjun Xie (38) Ming Yan (35) Ji Zhang (29) Luo Si (28) Haiyang Xu (26) Songfang Huang (25) Ningyu Zhang (24) Huajun Chen (23)

Research topics

Understanding (1) Applications (1)

Keywords

large language model (48) named entity recognition (20) retrieval-augmented generation (18) language model (16) contrastive learning (11) text generation (11) transfer learning (11) multimodal large language model (11) question answering (11) multimodal learning (10) information retrieval (9) dialogue system (9) cross-lingual transfer (9) sequence labeling (8) in-context learning (8) information extraction (8) pre-trained language model (8) domain adaptation (7) instruction tuning (7) benchmark evaluation (7)

Papers

Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026

Selective Weak-to-Strong Generalization AAAI 2026

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ACL 2025

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

EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025

Agentic Knowledgeable Self-awareness ACL 2025

SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025

WebWalker: Benchmarking LLMs in Web Traversal ACL 2025

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025

DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025

Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025

ConText: Driving In-context Learning for Text Removal and Segmentation ICML 2025

LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – 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

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

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

CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization EMNLP 2025

Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization NAACL 2025

Debate Helps Weak-to-Strong Generalization AAAI 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

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

Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese EMNLP 2025

NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 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

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking EMNLP 2025

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025

Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark COLING 2025

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator COLING 2025

Reverse Preference Optimization for Complex Instruction Following ACL 2025

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct ACL 2025

DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling ACL 2025

Supervised Optimism Correction: Be Confident When LLMs Are Sure 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

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025

Visual Text Generation in the Wild ECCV 2024

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NIPS 2024

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations NIPS 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

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

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

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

TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024

Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model EMNLP 2024

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024

Retrieved In-Context Principles from Previous Mistakes EMNLP 2024

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024

A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models EMNLP 2024

MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024

IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024

RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States EMNLP 2024

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024

Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024

Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024

Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024

Training-Free Long-Context Scaling of Large Language Models ICML 2024

Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch ICML 2024

FactCHD: Benchmarking Fact-Conflicting Hallucination Detection IJCAI 2024

Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation NAACL 2024

Fine-Tuning Language Models with Reward Learning on Policy NAACL 2024

Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning NAACL 2024

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

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER IJCAI 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

Debiased and Denoised Entity Recognition from Distant Supervision NIPS 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

Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023

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

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ACL 2023

PEER: Pre-training ELECTRA Extended by Ranking ACL 2023

Domain Incremental Lifelong Learning in an Open World ACL 2023

Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023

Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark ACL 2023

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023

Transforming Visual Scene Graphs to Image Captions ACL 2023

CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ACL 2023

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023

Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment ACL 2023

Long-Tailed Question Answering in an Open World ACL 2023

SPA: A Graph Spectral Alignment Perspective for Domain Adaptation NIPS 2023

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video ICML 2023

BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023

Learning Trajectory-Word Alignments for Video-Language Tasks ICCV 2023

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training ICCV 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

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

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation IJCNLP 2023

Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023

Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection EMNLP 2023

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023

Improving Question Generation with Multi-level Content Planning EMNLP 2023

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models EMNLP 2023

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING 2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition SEMEVAL 2022

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning NIPS 2022

Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022

Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots EMNLP 2022

Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022

Chaining Simultaneous Thoughts for Numerical Reasoning EMNLP 2022

Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022

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

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction NAACL 2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 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

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners ICLR 2022

On the Learning of Non-Autoregressive Transformers ICML 2022

Directed Acyclic Transformer for Non-Autoregressive Machine Translation ICML 2022

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022

Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022

S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method ACL 2022

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL 2022

Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022

Parallel Instance Query Network for Named Entity Recognition ACL 2022

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022

Document-level Relation Extraction as Semantic Segmentation IJCAI 2021

Risk Minimization for Zero-shot Sequence Labeling 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

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

Prototypical Representation Learning for Relation Extraction ICLR 2021

Contrastive Triple Extraction with Generative Transformer AAAI 2021

Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 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

Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing AAAI 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

A Semantic-based Method for Unsupervised Commonsense Question Answering IJCNLP 2021

OntoED: Low-resource Event Detection with Ontology Embedding IJCNLP 2021

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021

Automated Concatenation of Embeddings for Structured Prediction ACL 2021

Multi-View Cross-Lingual Structured Prediction with Minimum Supervision IJCNLP 2021

Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning IJCNLP 2021

Nested Named Entity Recognition with Partially-Observed TreeCRFs AAAI 2021

Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021

OntoED: Low-resource Event Detection with Ontology Embedding ACL 2021

Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation IJCAI 2021

StructuralLM: Structural Pre-training for Form Understanding ACL 2021

Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor IJCNLP 2021

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning IJCNLP 2021

Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021

A Unified Encoding of Structures in Transition Systems EMNLP 2021

Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021

Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021

MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations EMNLP 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

DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021

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

Improving Biomedical Pretrained Language Models with Knowledge NAACL 2021

More Embeddings, Better Sequence Labelers? EMNLP 2020

An Investigation of Potential Function Designs for Neural CRF EMNLP 2020

OpenUE: An Open Toolkit of Universal Extraction from Text EMNLP 2020

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN ACL 2020

A Joint Neural Model for Information Extraction with Global Features ACL 2020

Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ACL 2020

PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020

AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network 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

Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition AAAI 2020

Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis AAAI 2020

ARAML: A Stable Adversarial Training Framework for Text Generation IJCNLP 2019

Noisy BiLSTM-Based Models for Disfluency Detection INTERSPEECH 2019

Unsupervised Multi-Modal Neural Machine Translation CVPR 2019

ARAML: A Stable Adversarial Training Framework for Text Generation EMNLP 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

Adaptive HTER Estimation for Document-Specific MT Post-Editing ACL 2014

Improving Word Alignment Using Linguistic Code Switching Data EACL 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 IJCNLP 2009

Distributional Representations for Handling Sparsity in Supervised Sequence-Labeling ACL 2009

Confidence Measure for Word Alignment ACL 2009

Confidence Measure for Word Alignment IJCNLP 2009

When Harry Met Harri: Cross-lingual Name Spelling Normalization EMNLP 2008

Hierarchical System Combination for Machine Translation CONLL 2007

Hierarchical System Combination for Machine Translation EMNLP 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