Kelvin Guu

15 papers · 2015–2025 · 6 conferences · across top CS/AI conferences

Achievements

+10 more ↓

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (10) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (38)

🏃 Academic Marathon (10) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (4) 🌱 Topic Pioneer 🧬 Topic Evolution 📈 Trend Setter 💎 Century Club (15) 🚀 Conference Pioneer 🗃️ Keyword Collector (58)

Conferences

EMNLP (5) ACL (3) ICLR (3) ICML (2) NAACL (1) NIPS (1)

Top co-authors

Panupong Pasupat (8) Percy Liang (5) Zhuyun Dai (4) Ming-Wei Chang (3) Yi Luan (2) Evan Liu (2) Anthony Chen (2) Aida Amini (2) Vincent Zhao (2) Vincent Y Zhao (2)

Keywords

language model (3) semantic parsing (2) retrieval augmentation (2) information retrieval (2) dialogue generation (1) text generation (1) contrastive learning (1) language modeling (1) domain adaptation (1) factual knowledge (1) code generation (1) visual reasoning (1) program synthesis (1) language grounding (1) web search (1) relational reasoning (1) model interpretability (1) structured output (1) reinforcement learning (1) unsupervised learning (1)

Papers

LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025 RARR: Researching and Revising What Language Models Say, Using Language Models ACL 2023 Promptagator: Few-shot Dense Retrieval From 8 Examples ICLR 2023 Meta-Learning Fast Weight Language Models EMNLP 2022 Towards Tracing Knowledge in Language Models Back to the Training Data EMNLP 2022 Finetuned Language Models are Zero-Shot Learners ICLR 2022 Dialog Inpainting: Turning Documents into Dialogs ICML 2022 Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021 Retrieval Augmented Language Model Pre-Training ICML 2020 Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020 A Retrieve-and-Edit Framework for Predicting Structured Outputs NIPS 2018 Mapping natural language commands to web elements EMNLP 2018 Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration ICLR 2018 From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood ACL 2017 Traversing Knowledge Graphs in Vector Space EMNLP 2015