Bing Qin

Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation ACL 2026 When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents ACL 2026 Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression ACL 2026 TEA-Bench: A Systematic Benchmarking of Tool-enhanced Emotional Support Dialogue Agent ACL 2026 Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026 MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents ACL 2026 When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure ACL 2026 Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy ACL 2026 Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning ACL 2026 CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling AAAI 2026 Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering ACL 2026 PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning ACL 2026 Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration ACL 2026 MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization ACL 2026 Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management ACL 2026 CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning AAAI 2026 Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities AAAI 2026 LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning AAAI 2026 Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play ACL 2026 Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025 GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models COLING 2025 LLMs May Perform MCQA by Selecting the Least Incorrect Option COLING 2025 Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis COLING 2025 Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation COLING 2025 Exploring Large Language Models for Effective Rumor Detection on Social Media NAACL 2025 Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs NAACL 2025 Beyond Fixed Length: Bucket Pre-training is All You Need IJCAI 2025 Improved Diffusion-based Generative Model with Better Adversarial Robustness ICLR 2025 Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025 From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025 Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch EMNLP 2025 FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025 Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025 AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025 Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025 Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support EMNLP 2025 MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025 Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025 iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025 End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media EMNLP 2025 CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information COLING 2025 Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective AAAI 2025 Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models AAAI 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 ExpeTrans: LLMs Are Experiential Transfer Learners ACL 2025 GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025 Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025 CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025 One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025 Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025 Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ACL 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ACL 2025 MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025 Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025 EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025 Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models ACL 2025 Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025 Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NIPS 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024 MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability NIPS 2024 Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NIPS 2024 Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance NIPS 2024 Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024 MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery AAAI 2024 An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024 Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL 2024 TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models ACL 2024 BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024 Planning Like Human: A Dual-process Framework for Dialogue Planning ACL 2024 Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024 SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models ACL 2024 Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024 Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024 Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ACL 2024 Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning ACL 2024 AS-ES Learning: Towards efficient CoT learning in small models ACL 2024 Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024 Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024 Learning Fine-Grained Grounded Citations for Attributed Large Language Models ACL 2024 Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024 ESDM: Early Sensing Depression Model in Social Media Streams COLING 2024 Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation COLING 2024 RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict COLING 2024 SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models COLING 2024 Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation COLING 2024 BC-Prover: Backward Chaining Prover for Formal Theorem Proving EMNLP 2024 Advancing Large Language Model Attribution through Self-Improving EMNLP 2024 Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024 Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024 GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024 CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024 Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis EMNLP 2024 Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models EMNLP 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 SCIR-MT’s Submission for WMT24 General Machine Translation Task EMNLP 2024 GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension IJCAI 2024 A Diffusion Model for Event Skeleton Generation ACL 2023 TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition ACL 2023 Improved Visual Story Generation with Adaptive Context Modeling ACL 2023 NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023 UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023 Controllable Text Generation via Probability Density Estimation in the Latent Space ACL 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023 GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation IJCAI 2023 HIT-SCIR at WASSA 2023: Empathy and Emotion Analysis at the Utterance-Level and the Essay-Level ACL 2023 Learning to Describe for Predicting Zero-shot Drug-Drug Interactions EMNLP 2023 Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making EMNLP 2023 In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023 Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023 Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023 C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023 Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023 An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023 Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations EMNLP 2023 MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023 Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023 Towards Higher Pareto Frontier in Multilingual Machine Translation ACL 2023 Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment AAAI 2023 Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning AAAI 2023 STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training AAAI 2023 Don’t Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness ACL 2023 An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ACL 2023 Distilled Dual-Encoder Model for Vision-Language Understanding EMNLP 2022 A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022 Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ACL 2022 MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022 CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022 A Survey on Dialogue Summarization: Recent Advances and New Frontiers IJCAI 2022 Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022 A Graph Enhanced BERT Model for Event Prediction ACL 2022 SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection COLING 2022 MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations COLING 2022 Improving Controllable Text Generation with Position-Aware Weighted Decoding ACL 2022 Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022 A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022 Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment Analysis EMNLP 2022 ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022 e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022 Unifying the Convergences in Multilingual Neural Machine Translation EMNLP 2022 STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing EMNLP 2022 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021 ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021 Learning Event Graph Knowledge for Abductive Reasoning ACL 2021 A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis ACL 2021 A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis IJCNLP 2021 Learning Event Graph Knowledge for Abductive Reasoning IJCNLP 2021 ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning IJCNLP 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization IJCNLP 2021 Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization IJCAI 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021 Learning to Rewrite for Non-Autoregressive Neural Machine Translation EMNLP 2021 Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021 Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots EMNLP 2021 TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching COLING 2020 Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020 CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020 Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification EMNLP 2020 Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020 Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation AAAI 2020 HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection SEMEVAL 2020 Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure COLING 2020 An Iterative Emotion Interaction Network for Emotion Recognition in Conversations COLING 2020 HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection COLING 2020 How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020 Cross-Lingual Machine Reading Comprehension IJCNLP 2019 Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) IJCNLP 2019 Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) EMNLP 2019 Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019 Cross-Lingual Machine Reading Comprehension EMNLP 2019 Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text EMNLP 2019 Exploring Answer Stance Detection with Recurrent Conditional Attention AAAI 2019 Learning to Ask Unanswerable Questions for Machine Reading Comprehension ACL 2019 Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text IJCNLP 2019 Enhancing Neural Data-To-Text Generation Models with External Background Knowledge IJCNLP 2019 Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018 Distilling Knowledge for Search-based Structured Prediction ACL 2018 Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018 Topic-to-Essay Generation with Neural Networks IJCAI 2018 An AMR Aligner Tuned by Transition-based Parser EMNLP 2018 Parsing Tweets into Universal Dependencies NAACL 2018 Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer IJCAI 2018 ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data IJCAI 2017 Effective Deep Memory Networks for Distant Supervised Relation Extraction IJCAI 2017 Benben: A Chinese Intelligent Conversational Robot ACL 2017 English-Chinese Knowledge Base Translation with Neural Network COLING 2016 Exploring Segment Representations for Neural Segmentation Models IJCAI 2016 -Search for Incremental Parsing IJCAI 2016 Aspect Level Sentiment Classification with Deep Memory Network EMNLP 2016 SemEval-2016 Task 5: Aspect Based Sentiment Analysis SEMEVAL 2016 Effective LSTMs for Target-Dependent Sentiment Classification COLING 2016 A Language-Independent Neural Network for Event Detection ACL 2016 User Modeling with Neural Network for Review Rating Prediction IJCAI 2015 Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment ACL 2015 Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment IJCNLP 2015 Encoding World Knowledge in the Evaluation of Local Coherence NAACL 2015 Learning Semantic Representations of Users and Products for Document Level Sentiment Classification ACL 2015 Learning Semantic Representations of Users and Products for Document Level Sentiment Classification IJCNLP 2015 Transition-Based Syntactic Linearization NAACL 2015 Document Modeling with Gated Recurrent Neural Network for Sentiment Classification EMNLP 2015 Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification ACL 2014 Learning Semantic Hierarchies via Word Embeddings ACL 2014 Sentence Compression for Target-Polarity Word Collocation Extraction COLING 2014 Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach COLING 2014 Coooolll: A Deep Learning System for Twitter Sentiment Classification SEMEVAL 2014 Triple based Background Knowledge Ranking for Document Enrichment COLING 2014 A Joint Segmentation and Classification Framework for Sentiment Analysis EMNLP 2014 Building Chinese Event Type Paradigm Based on Trigger Clustering IJCNLP 2013 Exploiting Multiple Sources for Open-Domain Hypernym Discovery EMNLP 2013 Microblog Entity Linking by Leveraging Extra Posts EMNLP 2013 Improving Web Search Ranking by Incorporating Structured Annotation of Queries EMNLP 2013 Topical Key Concept Extraction from Folksonomy IJCNLP 2013 Collocation Polarity Disambiguation Using Web-based Pseudo Contexts EMNLP 2012 Collocation Polarity Disambiguation Using Web-based Pseudo Contexts CONLL 2012 Coreference Resolution System using Maximum Entropy Classifier CONLL 2011 Generating Chinese Named Entity Data from a Parallel Corpus IJCNLP 2011 Generalizing Syntactic Structures for Product Attribute Candidate Extraction NAACL 2010 Multilingual Dependency-based Syntactic and Semantic Parsing CONLL 2009 A Cascaded Syntactic and Semantic Dependency Parsing System CONLL 2008