2025
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL.
CoRR, June, 2025
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions.
CoRR, May, 2025
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study.
CoRR, May, 2025
Embodied Agents Meet Personalization: Exploring Memory Utilization for Personalized Assistance.
CoRR, May, 2025
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents.
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CoRR, May, 2025
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization.
CoRR, May, 2025
Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts.
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation.
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025
Towards Lifelong Dialogue Agents via Timeline-based Memory Management.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics.
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Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
KULTURE Bench: A Benchmark for Assessing Language Model in Korean Cultural Context.
CoRR, 2024
Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems.
CoRR, 2024
Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths.
CoRR, 2024
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching.
CoRR, 2024
Evaluating Robustness of Reward Models for Mathematical Reasoning.
CoRR, 2024
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion.
CoRR, 2024
Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes.
CoRR, 2024
Large Language Models Are Self-Taught Reasoners: Enhancing LLM Applications via Tailored Problem-Solving Demonstrations.
CoRR, 2024
SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation.
CoRR, 2024
Unsupervised Robust Cross-Lingual Entity Alignment via Joint Modeling of Entity and Relation Texts.
CoRR, 2024
THEANINE: Revisiting Memory Management in Long-term Conversations with Timeline-augmented Response Generation.
CoRR, 2024
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models.
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CoRR, 2024
Ever-Evolving Memory by Blending and Refining the Past.
CoRR, 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset.
CoRR, 2024
COCOA: CBT-based Conversational Counseling Agent using Memory Specialized in Cognitive Distortions and Dynamic Prompt.
CoRR, 2024
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory.
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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models.
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Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Coffee: Boost Your Code LLMs by Fixing Bugs with Feedback.
CoRR, 2023
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization.
CoRR, 2023
Evidence-Empowered Transfer Learning for Alzheimer's Disease.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023
TUTORING: Instruction-Grounded Conversational Agent for Language Learners.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
TrustAL: Trustworthy Active Learning Using Knowledge Distillation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Label and Context Augmentation for Response Selection at DSTC8.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
2020
XINA: Explainable Instance Alignment Using Dominance Relationship.
IEEE Trans. Knowl. Data Eng., 2020
Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability.
IEEE Trans. Knowl. Data Eng., 2020
Less is More: Attention Supervision with Counterfactuals for Text Classification.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Label-Efficient Training for Next Response Selection.
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020
2019
XINA: Explainable Instance Alignment using Dominance Relationship (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Learning with Limited Data for Multilingual Reading Comprehension.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Soft Representation Learning for Sparse Transfer.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Multimodal KB Harvesting for Emerging Spatial Entities.
IEEE Trans. Knowl. Data Eng., 2017
Efficient Keyword-Aware Representative Travel Route Recommendation.
IEEE Trans. Knowl. Data Eng., 2017
Predicting Online Purchase Conversion for Retargeting.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
2016
Browsing2purchase: Online Customer Model for Sales Forecasting in an E-Commerce Site.
Proceedings of the 25th International Conference on World Wide Web, 2016
Purchase Influence Mining: Identifying Top-k Items Attracting Purchase of Target Item.
Proceedings of the 25th International Conference on World Wide Web, 2016
Event Grounding from Multimodal Social Network Fusion.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Understanding Emerging Spatial Entities.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
KSTR: Keyword-Aware Skyline Travel Route Recommendation.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2012
Finding influential products on social domination game.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012