Lidong Bing

EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning ACL 2026 UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning AAAI 2026 AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging NAACL 2025 Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective ICML 2025 LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization ICLR 2025 Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025 FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving ACL 2025 Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ACL 2025 Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025 Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks ACL 2025 Pruning General Large Language Models into Customized Expert Models ACL 2025 SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025 Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025 VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025 Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025 ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark CVPR 2025 Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels COLING 2025 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents EMNLP 2025 SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages NAACL 2025 ParaICL: Towards Parallel In-Context Learning NAACL 2025 Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models NAACL 2025 Sentiment Analysis in the Era of Large Language Models: A Reality Check NAACL 2024 Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning NAACL 2024 How do Large Language Models Handle Multilingualism? NIPS 2024 Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective NIPS 2024 CLEX: Continuous Length Extrapolation for Large Language Models ICLR 2024 Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ICLR 2024 Exploring the Potential of Large Language Models in Computational Argumentation ACL 2024 Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts ACL 2024 Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition ACL 2024 SeaLLMs - Large Language Models for Southeast Asia ACL 2024 Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024 PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024 Evaluating Psychological Safety of Large Language Models EMNLP 2024 AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation EMNLP 2024 Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths EMNLP 2024 Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding CVPR 2024 Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction EMNLP 2024 InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024 Multilingual Jailbreak Challenges in Large Language Models ICLR 2024 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024 SOUL: Towards Sentiment and Opinion Understanding of Language EMNLP 2023 M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models NIPS 2023 On the Effectiveness of Parameter-Efficient Fine-Tuning AAAI 2023 From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NIPS 2023 Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ACL 2023 Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023 Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL 2023 PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023 Is GPT-3 a Good Data Annotator? ACL 2023 Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023 Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling ACL 2023 Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models ACL 2023 Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023 mPMR: A Multilingual Pre-trained Machine Reader at Scale ACL 2023 AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach ACL 2023 Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction ACL 2023 Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023 Sampling Better Negatives for Distantly Supervised Named Entity Recognition ACL 2023 Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data ACL 2023 Enhancing Cross-lingual Prompting with Dual Prompt Augmentation ACL 2023 Easy-to-Hard Learning for Information Extraction ACL 2023 Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction EACL 2023 Is GPT-4 a Good Data Analyst? EMNLP 2023 A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization EMNLP 2023 Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization EMNLP 2023 Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding EMNLP 2023 Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP 2023 LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models EMNLP 2023 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ACL 2022 Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022 Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation EMNLP 2022 Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP 2022 ConNER: Consistency Training for Cross-lingual Named Entity Recognition EMNLP 2022 Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction EMNLP 2022 Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction EMNLP 2022 A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach EMNLP 2022 SentBS: Sentence-level Beam Search for Controllable Summarization EMNLP 2022 MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ACL 2022 Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING 2022 SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning COLING 2022 Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning COLING 2022 Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation ACL 2022 RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022 IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ACL 2022 Multilingual AMR Parsing with Noisy Knowledge Distillation EMNLP 2021 Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021 On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation ACL 2021 Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction ACL 2021 Bootstrapped Unsupervised Sentence Representation Learning ACL 2021 MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021 Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding ACL 2021 Towards Generative Aspect-Based Sentiment Analysis ACL 2021 Aspect Sentiment Quad Prediction as Paraphrase Generation EMNLP 2021 Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP 2021 Aspect-based Sentiment Analysis in Question Answering Forums EMNLP 2021 On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation IJCNLP 2021 Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction IJCNLP 2021 Bootstrapped Unsupervised Sentence Representation Learning IJCNLP 2021 MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews IJCNLP 2021 Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding IJCNLP 2021 Towards Generative Aspect-Based Sentiment Analysis IJCNLP 2021 Better Feature Integration for Named Entity Recognition NAACL 2021 DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP 2020 Dynamic Topic Tracker for KB-to-Text Generation COLING 2020 Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling ACL 2020 Review-based Question Generation with Adaptive Instance Transfer and Augmentation ACL 2020 Open Domain Event Text Generation AAAI 2020 Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce AAAI 2020 Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis AAAI 2020 GRET: Global Representation Enhanced Transformer AAAI 2020 An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020 Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020 ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020 Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020 Position-Aware Tagging for Aspect Sentiment Triplet Extraction EMNLP 2020 Aspect Sentiment Classification with Aspect-Specific Opinion Spans EMNLP 2020 Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning AACL 2020 Partially-Aligned Data-to-Text Generation with Distant Supervision EMNLP 2020 Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020 APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020 Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning IJCNLP 2019 Exploiting BERT for End-to-End Aspect-based Sentiment Analysis EMNLP 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 Semi-supervised Text Style Transfer: Cross Projection in Latent Space EMNLP 2019 Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019 Improving Question Generation With to the Point Context EMNLP 2019 Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations EMNLP 2019 Hierarchical Pointer Net Parsing EMNLP 2019 Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion EMNLP 2019 Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning EMNLP 2019 Difficulty Controllable Generation of Reading Comprehension Questions IJCAI 2019 Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning IJCNLP 2019 Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion IJCNLP 2019 Hierarchical Pointer Net Parsing IJCNLP 2019 Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations IJCNLP 2019 Improving Question Generation With to the Point Context IJCNLP 2019 Semi-supervised Text Style Transfer: Cross Projection in Latent Space IJCNLP 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis IJCNLP 2019 A Unified Model for Opinion Target Extraction and Target Sentiment Prediction AAAI 2019 Generating Distractors for Reading Comprehension Questions from Real Examinations AAAI 2019 Abstractive Text Summarization by Incorporating Reader Comments AAAI 2019 An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction NAACL 2019 Learning to Write Stories with Thematic Consistency and Wording Novelty AAAI 2019 QuaSE: Sequence Editing under Quantifiable Guidance EMNLP 2018 Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ACL 2018 Semi-Supervised Learning with Declaratively Specified Entropy Constraints NIPS 2018 Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates EMNLP 2018 Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models EMNLP 2018 Aspect Term Extraction with History Attention and Selective Transformation IJCAI 2018 Transformation Networks for Target-Oriented Sentiment Classification ACL 2018 Variational Autoregressive Decoder for Neural Response Generation EMNLP 2018 Deep Recurrent Generative Decoder for Abstractive Text Summarization EMNLP 2017 Recurrent Attention Network on Memory for Aspect Sentiment Analysis EMNLP 2017 Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization EMNLP 2017 Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning IJCAI 2017 Detecting Common Discussion Topics Across Culture From News Reader Comments ACL 2016 Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists EMNLP 2015 Abstractive Multi-Document Summarization via Phrase Selection and Merging ACL 2015 Reader-Aware Multi-Document Summarization via Sparse Coding IJCAI 2015 Abstractive Multi-Document Summarization via Phrase Selection and Merging IJCNLP 2015