Noam Slonim

63 papers · 2006–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (94) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (13) 🏃 Academic Marathon (19) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (25) 🔬 Deep Specialist (13) 🌱 Topic Pioneer 🏆 Keyword Champion 👥 Mega-Team (22) 🤝 Dynamic Duo (26) ❓ The Questioner (4) 🗃️ Keyword Collector (228) 💎 Century Club (63) 📈 Trend Setter 🔥 Unstoppable (13) 🚀 Conference Pioneer ⚡ Prolific Year (9)

Conferences

EMNLP (25) ACL (18) IJCNLP (5) AAAI (4) COLING (4) NAACL (3) EACL (2) IJCAI (1) NIPS (1)

Top co-authors

Ranit Aharonov (26) Lena Dankin (15) Yonatan Bilu (15) Yoav Katz (14) Liat Ein-Dor (14) Roy Bar-Haim (13) Ariel Gera (13) Matan Orbach (12) Leshem Choshen (12) Eyal Shnarch (11)

Keywords

argument mining (14) text classification (12) key point analysis (6) transfer learning (5) natural language processing (5) neural network (4) language model (4) text summarization (4) stance classification (4) listening comprehension (3) active learning (3) weak supervision (3) argumentation mining (3) claim detection (3) text generation (3) sentiment analysis (3) natural language understanding (3) natural language generation (3) opinion summarization (3) argument quality assessment (3)

Papers

Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation EMNLP 2025

Efficient Benchmarking (of Language Models) NAACL 2024

Active Learning for Natural Language Generation EMNLP 2023

The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers ACL 2023

ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL 2023

Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy EACL 2023

Knowledge is a Region in Weight Space for Fine-tuned Language Models EMNLP 2023

Where to start? Analyzing the potential value of intermediate models EMNLP 2023

Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023

Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis EMNLP 2023

nBIIG: A Neural BI Insights Generation System for Table Reporting AAAI 2023

Cluster & Tune: Boost Cold Start Performance in Text Classification ACL 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022

Quality Controlled Paraphrase Generation ACL 2022

Multi-Domain Targeted Sentiment Analysis NAACL 2022

Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022

Zero-Shot Text Classification with Self-Training EMNLP 2022

Overview of the 2021 Key Point Analysis Shared Task EMNLP 2021

Every Bite Is an Experience: Key Point Analysis of Business Reviews ACL 2021

Advances in Debating Technologies: Building AI That Can Debate Humans ACL 2021

Advances in Debating Technologies: Building AI That Can Debate Humans IJCNLP 2021

Every Bite Is an Experience: Key Point Analysis of Business Reviews IJCNLP 2021

YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews EMNLP 2021

Project Debater APIs: Decomposing the AI Grand Challenge EMNLP 2021

Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains EMNLP 2020

A Large-Scale Dataset for Argument Quality Ranking: Construction and Analysis AAAI 2020

Corpus Wide Argument Mining—A Working Solution AAAI 2020

Quantitative argument summarization and beyond: Cross-domain key point analysis EMNLP 2020

Active Learning for BERT: An Empirical Study EMNLP 2020

Multilingual Argument Mining: Datasets and Analysis EMNLP 2020

Out of the Echo Chamber: Detecting Countering Debate Speeches ACL 2020

From Arguments to Key Points: Towards Automatic Argument Summarization ACL 2020

The workweek is the best time to start a family – A Study of GPT-2 Based Claim Generation EMNLP 2020

Syntactic Interchangeability in Word Embedding Models NAACL 2019

A Dataset of General-Purpose Rebuttal EMNLP 2019

Automatic Argument Quality Assessment - New Datasets and Methods EMNLP 2019

Financial Event Extraction Using Wikipedia-Based Weak Supervision EMNLP 2019

Towards Effective Rebuttal: Listening Comprehension Using Corpus-Wide Claim Mining ACL 2019

Argument Invention from First Principles ACL 2019

Automatic Argument Quality Assessment - New Datasets and Methods IJCNLP 2019

From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion ACL 2019

A Dataset of General-Purpose Rebuttal IJCNLP 2019

Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ACL 2019

Crowd-sourcing annotation of complex NLU tasks: A case study of argumentative content annotation EMNLP 2019

Learning to combine Grammatical Error Corrections ACL 2019

Listening Comprehension over Argumentative Content EMNLP 2018

Learning Thematic Similarity Metric from Article Sections Using Triplet Networks ACL 2018

Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining ACL 2018

Towards an argumentative content search engine using weak supervision COLING 2018

Learning Sentiment Composition from Sentiment Lexicons COLING 2018

Learning Concept Abstractness Using Weak Supervision EMNLP 2018

Proceedings of the 5th Workshop on Argument Mining EMNLP 2018

Stance Classification of Context-Dependent Claims EACL 2017

GRASP: Rich Patterns for Argumentation Mining EMNLP 2017

Claim Synthesis via Predicate Recycling ACL 2016

NLP Approaches to Computational Argumentation ACL 2016

TR9856: A Multi-word Term Relatedness Benchmark ACL 2015

TR9856: A Multi-word Term Relatedness Benchmark IJCNLP 2015

Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection EMNLP 2015

Context Dependent Claim Detection COLING 2014

Claims on demand – an initial demonstration of a system for automatic detection and polarity identification of context dependent claims in massive corpora COLING 2014

Hartigan’s K-Means Versus Lloyd’s K-Means — Is It Time for a Change? IJCAI 2013

Information Bottleneck for Non Co-Occurrence Data NIPS 2006