Alon Albalak

12 papers · 2021–2025 · 6 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (6) 🗺️ Taxonomy Completionist (40)

🗺️ Taxonomy Completionist (40) 🧭 Keyword Pioneer 👥 Mega-Team (60) ⚡ Prolific Year (6) ❓ The Questioner 🗃️ Keyword Collector (61) 📈 Trend Setter 🔥 Unstoppable (5) 💎 Century Club (12)

Conferences

EMNLP (5) ACL (2) NIPS (2) EACL (1) ICLR (1) IJCAI (1)

Top co-authors

William Yang Wang (9) Lise Getoor (4) Michael Saxon (3) Yi-Lin Tuan (3) Connor Pryor (3) Xinyi Wang (3) Sharon Levy (2) Aaron Gokaslan (1) Jan Kocon (1) Jenia Jitsev (1)

Keywords

language model (4) natural language understanding (2) few-shot learning (2) logical reasoning (2) neuro-symbolic integration (2) dialogue system (2) prompt engineering (1) symbolic reasoning (1) semi-supervised learning (1) information extraction (1) cross-lingual transfer (1) conversational ai (1) relation extraction (1) dialogue generation (1) domain adaptation (1) explanation generation (1) factual knowledge (1) machine translation (1) model architecture (1) language modeling (1)

Papers

Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data ICLR 2025 Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025 DataComp-LM: In search of the next generation of training sets for language models NIPS 2024 Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data NIPS 2023 CausalDialogue: Modeling Utterance-level Causality in Conversations ACL 2023 Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains EACL 2023 Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023 RWKV: Reinventing RNNs for the Transformer Era EMNLP 2023 NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023 FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue EMNLP 2022 D-REX: Dialogue Relation Extraction with Explanations ACL 2022 Modeling Disclosive Transparency in NLP Application Descriptions EMNLP 2021