Publications | Web IR NLP Group @ NUS

LLMs Infer Cultural Context but Fail to Apply It When Responding

Sun, 25 Oct 2026 00:00:00 +0000

AnalysisBank: An Expert Analysis Pattern Library for Financial Report Generation

Tue, 01 Sep 2026 00:00:00 +0000

Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts

Sat, 01 Aug 2026 00:00:00 +0000

REPA: Reproducibility Evaluation via an Autonomous Pipeline Architecture

Tue, 07 Jul 2026 00:00:00 +0000

Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation

Wed, 01 Jul 2026 00:00:00 +0000

ComicVQA: A Benchmark for Visual Reasoning in Multimodal LLMs

Wed, 01 Jul 2026 00:00:00 +0000

What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews

Wed, 01 Jul 2026 00:00:00 +0000

When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval

Wed, 01 Jul 2026 00:00:00 +0000

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems

Tue, 12 May 2026 00:00:00 +0000

Improving Conversational Recommendation with Contextual Adaptation of External Recommenders and LLM-Based Reranking

Mon, 30 Mar 2026 00:00:00 +0000

HistoricRAG: Evidence-Centered Newspaper Retrieval for Misinformation-Resilient Question Answering

Tue, 24 Mar 2026 00:00:00 +0000

Conversing with the Past: Immersive Access to Cultural Digital Archives with LLMs and Spatial Interfaces

Mon, 23 Mar 2026 00:00:00 +0000

Quantitative Computational Validation of Nanoscale Interactions between Drug Molecules and Diabetic Wound-Related Proteins for Drug Discovery

Mon, 02 Mar 2026 00:00:00 +0000

GitSearch: Enhancing Community Notes Generation with Gap-Informed Targeted Search

Mon, 09 Feb 2026 00:00:00 +0000

Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems

Fri, 30 Jan 2026 00:00:00 +0000

The Facade of Truth: Uncovering and Mitigating LLM Susceptibility to Deceptive Evidence

Fri, 09 Jan 2026 00:00:00 +0000

MuSLR: Multimodal Symbolic Logical Reasoning

Mon, 01 Dec 2025 00:00:00 +0000

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

Mon, 01 Dec 2025 00:00:00 +0000

KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration

Wed, 05 Nov 2025 00:00:00 +0000

Discursive Circuits: How Do Language Models Understand Discourse Relations?

Tue, 04 Nov 2025 00:00:00 +0000

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines

Fri, 01 Aug 2025 00:00:00 +0000

What Makes a Good Natural Language Prompt?

Fri, 01 Aug 2025 00:00:00 +0000

LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs

Mon, 05 May 2025 00:00:00 +0000

Misinformation, Disinformation, and Generative AI: Implications for Perception and Policy

Sat, 01 Feb 2025 00:00:00 +0000

Aligning Large Language Models with Human Opinions through Persona Selection and Value-Belief-Norm Reasoning

Wed, 01 Jan 2025 00:00:00 +0000

DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation

Wed, 01 Jan 2025 00:00:00 +0000

Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?

Wed, 01 Jan 2025 00:00:00 +0000

KeYric: Unsupervised Keywords Extraction and Expansion from Music for Coherent Lyrics Generation

Wed, 01 Jan 2025 00:00:00 +0000

Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

Sat, 14 Dec 2024 00:00:00 +0000

Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models

Thu, 12 Dec 2024 00:00:00 +0000

Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models

Tue, 12 Nov 2024 00:00:00 +0000

DataTales: A Benchmark for Real-World Intelligent Data Narration

Tue, 12 Nov 2024 00:00:00 +0000

MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans?

Tue, 12 Nov 2024 00:00:00 +0000

Reasoning Robustness of LLMs to Adversarial Typographical Errors

Tue, 12 Nov 2024 00:00:00 +0000

V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization

Tue, 12 Nov 2024 00:00:00 +0000

Beyond Memorization: The Challenge of Random Memory Access in Language Models

Sun, 11 Aug 2024 00:00:00 +0000

Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations

Sun, 11 Aug 2024 00:00:00 +0000

Prompt Optimization via Adversarial In-Context Learning

Thu, 08 Aug 2024 00:00:00 +0000

Statistical Machine Translation for Indic Languages

Mon, 03 Jun 2024 00:00:00 +0000

Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models

Sat, 01 Jun 2024 00:00:00 +0000

UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking

Sat, 01 Jun 2024 00:00:00 +0000

The ELCo Dataset: Bridging Emoji and Lexical Composition

Mon, 20 May 2024 00:00:00 +0000

Multilingual Neural Machine Translation for Indic to Indic Languages

Fri, 10 May 2024 00:00:00 +0000

ToXCL: A Unified Framework for Toxic Speech Detection and Explanation

Tue, 26 Mar 2024 00:00:00 +0000

NNOSE: Nearest Neighbor Occupational Skill Extraction

Fri, 01 Mar 2024 00:00:00 +0000

ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Question

Wed, 28 Feb 2024 00:00:00 +0000

Self-Evaluation Guided Beam Search for Reasoning

Sun, 10 Dec 2023 00:00:00 +0000

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation