← Authors

Usman Naseem

65 papers · 2022–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (13) 🀝 Dynamic Duo (22) πŸ”¬ Deep Specialist (13) πŸ† Keyword Champion (2) ⚑ Prolific Year (7) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (55) πŸ—ƒοΈ Keyword Collector (302) ❓ The Questioner (5)

Conferences

EMNLP (19) COLING (9) EACL (9) ACL (8) AAAI (6) AACL (4) IJCAI (4) IJCNLP (4) ICCV (1) NAACL (1)

Top co-authors

Surendrabikram Thapa (22) Qi Zhang (13) Hariram Veeramani (13) Liang Hu (12) Gautam Siddharth Kashyap (8) Mehwish Nasim (7) Kritesh Rauniyar (6) Imran Razzak (6) Ebad Shabbir (4) Mark Dras (4)

Research topics

Privacy (1)

Keywords

large language model (17) text classification (10) hate speech detection (7) sentiment analysis (5) domain adaptation (4) language model (4) social media analysis (4) representation learning (3) retrieval-augmented generation (3) bangla language (3) zero-shot learning (3) value alignment (3) benchmark dataset (3) pretrained language model (3) transfer learning (3) contrastive learning (3) multimodal learning (3) ensemble learning (3) low-resource language (3) knowledge graph (3)

Papers

Beyond the Black Box: Demystifying Multi-Turn LLM Reasoning with VISTA AAAI 2026
Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes EACL 2026
Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026
MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection EACL 2026
Activation-Space Personality Steering: Hybrid Layer Selection for Stable Trait Control in LLMs EACL 2026
When the Model Said β€˜No Comment’, We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified EACL 2026
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026
MaiBERT: A Pre-training Corpus and Language Model for Low-Resourced Maithili Language EACL 2026
Do Large Language Models Reflect Demographic Pluralism in Safety? EACL 2026
ReflectDiffu: Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework ACL 2025
Overview of BLP-2025 Task 1: Bangla Hate Speech Identification AACL 2025
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025
COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism AAAI 2025
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification COLING 2025
BeefBot: Harnessing Advanced LLM and RAG Techniques for Providing Scientific and Technology Solutions to Beef Producers COLING 2025
Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025
Natural Language Understanding of Devanagari Script Languages: Language Identification, Hate Speech and its Target Detection COLING 2025
GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming Communities NAACL 2025
Overview of BLP-2025 Task 1: Bangla Hate Speech Identification IJCNLP 2025
Towards a Bipartisan Understanding of Peace and Vicarious Interactions IJCAI 2025
COLUR: Confidence-Oriented Learning, Unlearning and Relearning with Noisy-Label Data for Model Restoration and Refinement IJCAI 2025
RF-DTR: A Multi-Stage DCT Token Regression Network for Progressive Rib Fracture Mask Refinement IJCAI 2025
Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025
Probing the Limits of Multilingual Language Understanding: Low-Resource Language Proverbs as LLM Benchmark for AI Wisdom EMNLP 2025
From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation EMNLP 2025
Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025
Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025
Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025
Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025
LLMs on a Budget? Say HOLA EMNLP 2025
Benchmarking Large Language Models for Cryptanalysis and Side-Channel Vulnerabilities EMNLP 2025
TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models EMNLP 2025
ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content EMNLP 2025
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025
Extended Multimodal Hate Speech Event Detection During Russia-Ukraine Crisis - Shared Task at CASE 2024 EACL 2024
Analyzing the Dynamics of Climate Change Discourse on Twitter: A New Annotated Corpus and Multi-Aspect Classification COLING 2024
Tiny But Mighty: A Crowdsourced Benchmark Dataset for Triple Extraction from Unstructured Text COLING 2024
Why the Unexpected? Dissecting the Political and Economic Bias in Persian Small and Large Language Models COLING 2024
MLInitiative@WILDRE7: Hybrid Approaches with Large Language Models for Enhanced Sentiment Analysis in Code-Switched and Code-Mixed Texts COLING 2024
Stance and Hate Event Detection in Tweets Related to Climate Activism - Shared Task at CASE 2024 EACL 2024
Can Large Language Models Enhance Predictions of Disease Progression? Investigating Through Disease Network Link Prediction EMNLP 2024
A Dynamics and Task Decoupled Reinforcement Learning Architecture for High-Efficiency Dynamic Target Intercept AAAI 2023
Assessing Political Inclination of Bangla Language Models EMNLP 2023
LowResContextQA at Qur’an QA 2023 Shared Task: Temporal and Sequential Representation Augmented Question Answering Span Detection in Arabic EMNLP 2023
DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic EMNLP 2023
KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023
Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference EMNLP 2023
Causal Intervention for Abstractive Related Work Generation EMNLP 2023
Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models IJCNLP 2023
Temporal Tides of Emotional Resonance: A Novel Approach to Identify Mental Health on Social Media IJCNLP 2023
Automated Citation Function Classification and Context Extraction in Astrophysics: Leveraging Paraphrasing and Question Answering IJCNLP 2023
Automated Citation Function Classification and Context Extraction in Astrophysics: Leveraging Paraphrasing and Question Answering AACL 2023
Temporal Tides of Emotional Resonance: A Novel Approach to Identify Mental Health on Social Media AACL 2023
Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models AACL 2023
LowResourceNLU at BLP-2023 Task 1 & 2: Enhancing Sentiment Classification and Violence Incitement Detection in Bangla Through Aggregated Language Models EMNLP 2023
Self-Supervised Learning for Multilevel Skeleton-Based Forgery Detection via Temporal-Causal Consistency of Actions AAAI 2023
Debunking Biases in Attention ACL 2023
Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications ACL 2023
Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease ACL 2023
A Multi-Modal Dataset for Hate Speech Detection on Social Media: Case-study of Russia-Ukraine Conflict EMNLP 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022
Accuracy meets Diversity in a News Recommender System COLING 2022
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation ACL 2022