Seung-won Hwang

111 papers · 2010–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (13) 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (22) 🏃 Academic Marathon (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (30) 🤝 Dynamic Duo (14) 🏆 Keyword Champion 🔬 Deep Specialist (22) 🧬 Topic Evolution ⚡ Prolific Year (12) 🗃️ Keyword Collector (412) 📈 Trend Setter 💎 Century Club (107) 🔥 Unstoppable (10) 🚀 Conference Pioneer

Conferences

EMNLP (30) ACL (25) NAACL (17) AAAI (9) IJCNLP (8) EACL (6) AACL (4) COLING (4) INTERSPEECH (3) ACML (2) IJCAI (2) ICLR (1)

Top co-authors

Dohyeon Lee (15) Hojae Han (14) Jinyoung Yeo (14) Jaeseong Lee (14) Seungtaek Choi (13) Minsoo Kim (13) Kyungjae Lee (13) Youngwon Lee (11) Reinald Kim Amplayo (9) Jihyuk Kim (9)

Research topics

Differential Privacy (1) Privacy (1)

Keywords

information retrieval (18) large language model (11) question answering (11) language model (11) retrieval-augmented generation (10) text classification (8) representation learning (7) transfer learning (7) low-resource language (6) code generation (6) knowledge distillation (5) dense retrieval (5) domain adaptation (5) counterfactual reasoning (4) counterfactual augmentation (4) dialogue system (4) zero-shot learning (4) knowledge graph (4) data augmentation (4) cross-lingual transfer (4)

Papers

D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval EACL 2026

TAGQuant: Token-Aware Clustering for Group-Wise Quantization EACL 2026

HARP: Hesitation-Aware Reframing in Transformer Inference Pass NAACL 2025

Towards Lifelong Dialogue Agents via Timeline-based Memory Management NAACL 2025

tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL 2025

STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning ACL 2025

RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025

Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ACL 2025

Smarter, Not Harder: Training-Free Adaptive Computation for Transformers ACL 2025

FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025

Tree-of-Prompts: Abstracting Control-Flow for Prompt Optimization ACL 2025

ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval EMNLP 2025

Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025

Query-focused Referentiability Learning for Zero-shot Retrieval NAACL 2025

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation COLING 2025

HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models AAAI 2025

PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning NAACL 2025

ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments ICLR 2025

CoEx – Co-evolving World-model and Exploration EMNLP 2025

PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets NAACL 2025

CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation NAACL 2025

Query Variant Detection Using Retriever as Environment NAACL 2025

Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025

Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP 2024

Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code EMNLP 2024

QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024

Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024

Chaining Event Spans for Temporal Relation Grounding EACL 2024

Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL 2024

Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024

COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning NAACL 2024

ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval NAACL 2024

HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval NAACL 2024

ScriptMix: Mixing Scripts for Low-resource Language Parsing NAACL 2024

ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL 2024

ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024

RaDA: Retrieval-augmented Web Agent Planning with LLMs ACL 2024

DADA: Distribution-Aware Domain Adaptation of PLMs for Information Retrieval ACL 2024

Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024

On Interfacing Tip-of-the-tongue References In Movie Cases IJCNLP 2023

Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023

On Consistency Training for Language-Based Image Editing Interface AACL 2023

On Interfacing Tip-of-the-tongue References AACL 2023

On Complementarity Objectives for Hybrid Retrieval ACL 2023

Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023

When to Read Documents or QA History: On Unified and Selective Open-domain QA ACL 2023

Retrieval-augmented Video Encoding for Instructional Captioning ACL 2023

Learning to Rank Generation with Pairwise Partial Rewards EMNLP 2023

Relevance-assisted Generation for Robust Zero-shot Retrieval EMNLP 2023

On Sample-Efficient Code Generation EMNLP 2023

CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports EMNLP 2023

Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023

Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023

Consistency is Key: On Data-Efficient Modality Transfer in Speech Translation EMNLP 2023

On Consistency Training for Language-Based Image Editing Interface IJCNLP 2023

On Interfacing Tip-of-the-tongue References IJCNLP 2023

Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023

On Monotonic Aggregation for Open-domain QA INTERSPEECH 2023

On Interfacing Tip-of-the-tongue References In Movie Cases AACL 2023

FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages IJCNLP 2022

Plug-and-Play Adaptation for Continuously-updated QA ACL 2022

Collective Relevance Labeling for Passage Retrieval NAACL 2022

Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption NAACL 2022

Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022

Normalizing Mutual Information for Robust Adaptive Training for Translation EMNLP 2022

BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets EMNLP 2022

FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages AACL 2022

Dual Task Framework for Improving Persona-Grounded Dialogue Dataset AAAI 2022

C2L: Causally Contrastive Learning for Robust Text Classification AAAI 2022

TrustAL: Trustworthy Active Learning Using Knowledge Distillation AAAI 2022

PLM-based World Models for Text-based Games EMNLP 2022

Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization COLING 2022

Towards Compositional Generalization in Code Search EMNLP 2022

Pseudo-Relevance for Enhancing Document Representation EMNLP 2022

ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022

Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022

Robustifying Multi-hop QA through Pseudo-Evidentiality Training IJCNLP 2021

Robustifying Multi-hop QA through Pseudo-Evidentiality Training ACL 2021

Query Generation for Multimodal Documents EACL 2021

Structure-Augmented Keyphrase Generation EMNLP 2021

Less is More: Attention Supervision with Counterfactuals for Text Classification EMNLP 2020

Retrieval-Augmented Controllable Review Generation COLING 2020

Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos AAAI 2020

Conditional Response Augmentation for Dialogue Using Knowledge Distillation INTERSPEECH 2020

Label-Efficient Training for Next Response Selection EMNLP 2020

QADiver: Interactive Framework for Diagnosing QA Models AAAI 2019

Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019

NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions EMNLP 2019

Learning with Limited Data for Multilingual Reading Comprehension EMNLP 2019

MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering EMNLP 2019

NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions IJCNLP 2019

Paraphrase Diversification Using Counterfactual Debiasing AAAI 2019

MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering IJCNLP 2019

AutoSense Model for Word Sense Induction AAAI 2019

Text Length Adaptation in Sentiment Classification ACML 2019

Soft Representation Learning for Sparse Transfer ACL 2019

Learning with Limited Data for Multilingual Reading Comprehension IJCNLP 2019

Mining Cross-Cultural Differences and Similarities in Social Media ACL 2018

Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018

Translations as Additional Contexts for Sentence Classification IJCAI 2018

Adversarial TableQA: Attention Supervision for Question Answering on Tables ACML 2018

Cold-Start Aware User and Product Attention for Sentiment Classification ACL 2018

Entity Suggestion with Conceptual Expanation IJCAI 2017

Probabilistic Prototype Model for Serendipitous Property Mining COLING 2016

Understanding Relation Temporality of Entities ACL 2014

Map Translation Using Geo-tagged Social Media EACL 2014

On Applying and Extending Bitext for Entity Translation EMNLP 2013

Bootstrapping Entity Translation on Weakly Comparable Corpora ACL 2013

Enriching Entity Translation Discovery using Selective Temporality ACL 2013

Mining Name Translations from Entity Graph Mapping EMNLP 2010