See-Kiong Ng

HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding ACL 2026 NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026 Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge EACL 2026 METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models ACL 2026 METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues ACL 2026 Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models ACL 2026 Uncovering Scaling Laws for Large Language Models via Inverse Problems EMNLP 2025 On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025 Multi-Scale Contrastive Learning for Video Temporal Grounding AAAI 2025 Mixture of Experts as Representation Learner for Deep Multi-View Clustering AAAI 2025 Towards Verifiable Text Generation with Generative Agent AAAI 2025 Aligning Large Language Models for Faithful Integrity Against Opposing Argument AAAI 2025 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations EMNLP 2025 Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025 FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ACL 2025 Knowledge Boundary of Large Language Models: A Survey ACL 2025 LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models ACL 2025 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025 CodeArena: A Collective Evaluation Platform for LLM Code Generation ACL 2025 How Does Response Length Affect Long-Form Factuality ACL 2025 WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data ACL 2025 A Federated Framework for LLM-based Recommendation NAACL 2025 Taking STEPS Forward: Enhancing Online Peer-Counseling with Schema Therapy via Socratic Questioning IJCAI 2025 PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients COLING 2025 Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models ICML 2025 Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection ICML 2025 Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025 CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs ICLR 2025 Confidence Elicitation: A New Attack Vector for Large Language Models ICLR 2025 Efficient Inference for Large Language Model-based Generative Recommendation ICLR 2025 Efficient Top-m Data Values Identification for Data Selection ICLR 2025 PIED: Physics-Informed Experimental Design for Inverse Problems ICLR 2025 Distributionally Robust Data Valuation ICML 2024 Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NIPS 2024 Localized Zeroth-Order Prompt Optimization NIPS 2024 Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars NIPS 2024 Chain-of-Thought Improves Text Generation with Citations in Large Language Models AAAI 2024 READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling AAAI 2024 From Static to Dynamic: Knowledge Metabolism for Large Language Models AAAI 2024 Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation ACL 2024 On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024 Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024 A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond EACL 2024 Encoding and Controlling Global Semantics for Long-form Video Question Answering EMNLP 2024 MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration EMNLP 2024 Don’t Just Say “I don’t know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations EMNLP 2024 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024 Ask-before-Plan: Proactive Language Agents for Real-World Planning EMNLP 2024 PINNACLE: PINN Adaptive ColLocation and Experimental points selection ICLR 2024 Topic Modeling as Multi-Objective Contrastive Optimization ICLR 2024 Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents ICLR 2024 Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers ICML 2024 Mercury: A Code Efficiency Benchmark for Code Large Language Models NIPS 2024 LG-FGAD: An Effective Federated Graph Anomaly Detection Framework IJCAI 2024 From 2D to 3D: AISG-SLA Visual Localization Challenge IJCAI 2024 GPTScore: Evaluate as You Desire NAACL 2024 SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks NAACL 2024 Identifying Early Maladaptive Schemas from Mental Health Question Texts EMNLP 2023 COOL, a Context Outlooker, and Its Application to Question Answering and Other Natural Language Processing Tasks IJCAI 2023 RECESS: Resource for Extracting Cause, Effect, and Signal Spans AACL 2023 Generating Reflective Questions for Engaging Gallery Visitors in ArtMuse AAAI 2023 Fair yet Asymptotically Equal Collaborative Learning ICML 2023 RECESS: Resource for Extracting Cause, Effect, and Signal Spans IJCNLP 2023 Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023 NUS-IDS at PragTag-2023: Improving Pragmatic Tagging of Peer Reviews through Unlabeled Data EMNLP 2023 DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding EMNLP 2023 Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023 Socratic Question Generation: A Novel Dataset, Models, and Evaluation EACL 2023 CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations COLING 2022 A Context-Enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection WACV 2022 PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022 Polyglot Prompt: Multilingual Multitask Prompt Training EMNLP 2022 LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022 QSTS: A Question-Sensitive Text Similarity Measure for Question Generation COLING 2022 Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification NAACL 2022 Causal Augmentation for Causal Sentence Classification EMNLP 2021 NUS-IDS at CASE 2021 Task 1: Improving Multilingual Event Sentence Coreference Identification With Linguistic Information ACL 2021 NUS-IDS at CASE 2021 Task 1: Improving Multilingual Event Sentence Coreference Identification With Linguistic Information IJCNLP 2021 Suicide Risk Prediction by Tracking Self-Harm Aspects in Tweets: NUS-IDS at the CLPsych 2021 Shared Task NAACL 2021 ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection EMNLP 2020 Negative Training Data Can be Harmful to Text Classification EMNLP 2010 Distributional Similarity vs. PU Learning for Entity Set Expansion ACL 2010