Fandong Meng

168 papers · 2011–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (8) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🏃 Academic Marathon (14) 🏠 Conference Loyalist (48) 🤝 Dynamic Duo (149) 🏆 Grand Slam 🔬 Deep Specialist (52) 🏆 Keyword Champion (3) 🚀 Conference Pioneer ⚡ Prolific Year (12) ❓ The Questioner (2) 🗃️ Keyword Collector (589) 📈 Trend Setter 💎 Century Club (167) 🔥 Unstoppable (8)

Conferences

ACL (64) EMNLP (48) IJCNLP (16) AAAI (11) COLING (9) ICLR (5) NAACL (5) ICML (3) CONLL (2) IJCAI (2) NIPS (2) SEMEVAL (1)

Top co-authors

Jie Zhou (149) Jinan Xu (39) Yufeng Chen (33) Yunlong Liang (26) Yijin Liu (22) Jinsong Su (17) Jinchao Zhang (16) Jiali Zeng (15) Jiaan Wang (14) Qun Liu (12)

Keywords

neural machine translation (39) large language model (20) machine translation (15) knowledge distillation (14) text generation (13) model compression (7) cross-lingual summarization (6) translation quality (6) zero-shot learning (6) language model (6) contrastive learning (6) attention mechanism (6) information retrieval (6) context modeling (5) transformer architecture (5) text classification (5) transfer learning (5) text summarization (5) dialogue system (5) neural network (5)

Papers

GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026

Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025

An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025

MiniPLM: Knowledge Distillation for Pre-training Language Models ICLR 2025

DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory ICLR 2025

CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025

TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding EMNLP 2025

Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025

Continuous Visual Autoregressive Generation via Score Maximization ICML 2025

Beyond Next Token Prediction: Patch-Level Training for Large Language Models ICLR 2025

LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025

Retrieval-Augmented Machine Translation with Unstructured Knowledge EMNLP 2025

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025

Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025

A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences ACL 2025

AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025

Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ACL 2025

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025

DRT: Deep Reasoning Translation via Long Chain-of-Thought ACL 2025

A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025

THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025

Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025

Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024

Generative Multi-Modal Knowledge Retrieval with Large Language Models AAAI 2024

Teaching Large Language Models to Translate with Comparison AAAI 2024

Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024

CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers ACL 2024

Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective ACL 2024

TasTe: Teaching Large Language Models to Translate through Self-Reflection ACL 2024

Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024

Cross-Lingual Knowledge Editing in Large Language Models ACL 2024

Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024

Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation ACL 2024

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024

Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024

Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024

Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024

BranchNorm: Robustly Scaling Extremely Deep Transformers ACL 2024

Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation ACL 2024

Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding ACL 2024

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

UMTIT: Unifying Recognition, Translation, and Generation for Multimodal Text Image Translation COLING 2024

C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024

On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024

Enhancing Byzantine-Resistant Aggregations with Client Embedding EMNLP 2024

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

Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs ICLR 2024

Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024

Language Generation with Strictly Proper Scoring Rules ICML 2024

On Prompt-Driven Safeguarding for Large Language Models ICML 2024

On Large Language Models’ Hallucination with Regard to Known Facts NAACL 2024

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

Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement ACL 2023

Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL 2023

Personality Understanding of Fictional Characters during Book Reading ACL 2023

Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense NIPS 2023

Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL 2023

Consistency Regularization Training for Compositional Generalization ACL 2023

Soft Language Clustering for Multilingual Model Pre-training ACL 2023

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

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023

Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension ACL 2023

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023

Understanding Translationese in Cross-Lingual Summarization EMNLP 2023

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias ACL 2023

Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023

Is ChatGPT a Good NLG Evaluator? A Preliminary Study EMNLP 2023

Scheduled Multi-task Learning for Neural Chat Translation ACL 2022

Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022

MSCTD: A Multimodal Sentiment Chat Translation Dataset ACL 2022

Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2022

Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022

Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022

A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NIPS 2022

A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022

Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022

WeTS: A Benchmark for Translation Suggestion EMNLP 2022

Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022

ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization EMNLP 2022

Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space EMNLP 2022

Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022

Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection EMNLP 2022

Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022

Findings of the WMT 2022 Shared Task on Translation Suggestion EMNLP 2022

Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022

BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022

TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING 2022

Categorizing Semantic Representations for Neural Machine Translation COLING 2022

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment COLING 2022

Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge IJCAI 2022

EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ACL 2022

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2021

Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation IJCNLP 2021

Prevent the Language Model from being Overconfident in Neural Machine Translation IJCNLP 2021

GTM: A Generative Triple-wise Model for Conversational Question Generation IJCNLP 2021

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021

Modeling Bilingual Conversational Characteristics for Neural Chat Translation IJCNLP 2021

Selective Knowledge Distillation for Neural Machine Translation IJCNLP 2021

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021

Selective Knowledge Distillation for Neural Machine Translation ACL 2021

Modeling Bilingual Conversational Characteristics for Neural Chat Translation ACL 2021

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021

GTM: A Generative Triple-wise Model for Conversational Question Generation ACL 2021

Prevent the Language Model from being Overconfident in Neural Machine Translation ACL 2021

Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation ACL 2021

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog IJCNLP 2021

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation IJCNLP 2021

Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021

Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP 2021

Scheduled Sampling Based on Decoding Steps for Neural Machine Translation EMNLP 2021

An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021

Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser EMNLP 2021

Competence-based Curriculum Learning for Multilingual Machine Translation EMNLP 2021

WeChat Neural Machine Translation Systems for WMT21 EMNLP 2021

Unsupervised Knowledge Selection for Dialogue Generation IJCNLP 2021

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition IJCNLP 2021

Confidence-Aware Scheduled Sampling for Neural Machine Translation IJCNLP 2021

Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition NAACL 2021

Faster Depth-Adaptive Transformers AAAI 2021

Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog ACL 2021

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation ACL 2021

Unsupervised Knowledge Selection for Dialogue Generation ACL 2021

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ACL 2021

Confidence-Aware Scheduled Sampling for Neural Machine Translation ACL 2021

A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph EMNLP 2020

Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP 2020

[RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ACL 2020

Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions AAAI 2020

DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020

Multi-Zone Unit for Recurrent Neural Networks AAAI 2020

Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation AAAI 2020

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020

Unsupervised Paraphrasing by Simulated Annealing ACL 2020

Token-level Adaptive Training for Neural Machine Translation EMNLP 2020

Multi-Unit Transformers for Neural Machine Translation EMNLP 2020

WeChat Neural Machine Translation Systems for WMT20 EMNLP 2020

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis IJCNLP 2019

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding IJCNLP 2019

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding EMNLP 2019

Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019

Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019

Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation IJCNLP 2019

DTMT: A Novel Deep Transition Architecture for Neural Machine Translation AAAI 2019

Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019

GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ACL 2019

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019

Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation EMNLP 2019

Modeling Localness for Self-Attention Networks EMNLP 2018

Neural Machine Translation with Key-Value Memory-Augmented Attention IJCAI 2018

Towards Robust Neural Machine Translation ACL 2018

Interactive Attention for Neural Machine Translation COLING 2016

Encoding Source Language with Convolutional Neural Network for Machine Translation ACL 2015

Encoding Source Language with Convolutional Neural Network for Machine Translation IJCNLP 2015

A Dependency Edge-based Transfer Model for Statistical Machine Translation COLING 2014

Modeling Term Translation for Document-informed Machine Translation EMNLP 2014

Translation with Source Constituency and Dependency Trees EMNLP 2013

ICT: A Translation based Method for Cross-lingual Textual Entailment SEMEVAL 2012

Iterative Annotation Transformation with Predict-Self Reestimation for Chinese Word Segmentation CONLL 2012

Iterative Annotation Transformation with Predict-Self Reestimation for Chinese Word Segmentation EMNLP 2012

Discriminative Boosting from Dictionary and Raw Text – A Novel Approach to Build A Chinese Word Segmenter COLING 2012

ETS: An Error Tolerable System for Coreference Resolution CONLL 2011