Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Shifting from Ranking to Set Selection for Retrieval Augmented GenerationLG AI Research · Annual Meeting of the Association for Computational Linguistics (ACL)11 citationsJan 1, 2025The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language ModelsLG AI Research · Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)7 citationsJan 1, 2025Soccer-CLIP: Vision Language Model for Soccer Action SpottingLG AI Research · IEEE Access7 citationsJan 1, 2025Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language ModelsLG AI Research, NVIDIA · neural information processing systems3 citationsJan 1, 2025MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?LG AI Research · neural information processing systems3 citationsJan 1, 2025Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based EvaluationLG AI Research · Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)3 citationsJan 1, 2025On Incorporating Prior Knowledge Extracted From Large Language Models Into Causal DiscoveryLG AI Research · IEEE Access2 citationsJan 1, 2025Reasoning Models Better Express Their ConfidenceLG AI Research · neural information processing systems2 citationsJan 1, 2025LLMs can be easily Confused by Instructional DistractionsLG AI Research · Annual Meeting of the Association for Computational Linguistics (ACL)2 citationsJan 1, 2025Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationLG AI Research · Findings of the Association for Computational Linguistics: NAACL2 citationsJan 1, 2025AdaSTaR: Adaptive Data Sampling for Training Self-Taught ReasonersLG AI Research · neural information processing systems1 citationJan 1, 2025Training-free Detection of AI-generated images via Cropping RobustnessLG AI Research · neural information processing systems1 citationJan 1, 2025Active Test-time Vision-Language NavigationLG AI Research · neural information processing systems1 citationJan 1, 2025Dynamic Label Name Refinement for Few-Shot Dialogue Intent ClassificationLG AI Research · Annual Meeting of the Association for Computational Linguistics (ACL)1 citationJan 1, 2025KL Penalty Control via Perturbation for Direct Preference OptimizationLG AI Research · neural information processing systems1 citationJan 1, 2025Score-informed Neural Operator for Enhancing Ordering-based Causal DiscoveryLG AI Research · neural information processing systemsJan 1, 2025FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question GenerationLG AI Research · Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP)Jan 1, 2025FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of KnowledgeLG AI Research · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1, 2025Can You Trick the Grader? Adversarial Persuasion of LLM JudgesLG AI Research · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM EvaluationLG AI Research · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1, 2025Holistic Order Prediction in Natural ScenesLG AI Research · neural information processing systemsJan 1, 2025Tree-of-Prompts: Abstracting Control-Flow for Prompt OptimizationLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025FaVe: Factored and Verified Search Rationale for Long-form AnswerLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for CodeLG AI Research · Annual Meeting of the Association for Computational Linguistics (ACL)Jan 1, 2025One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RLLG AI Research · Annual Meeting of the Association for Computational Linguistics (ACL)Jan 1, 2025