Nazneen Rajani

19 papers · 2021–2023 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (35) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6) ⚡ Prolific Year (8) 💎 Century Club (19) ❓ The Questioner (2) 🗃️ Keyword Collector (81)

Conferences

EMNLP (10) ACL (3) ICLR (3) IJCNLP (2) EACL (1)

Top co-authors

Caiming Xiong (6) Wojciech Kryscinski (6) Jesse Vig (4) Wenhao Liu (3) Heng Ji (3) Qingyun Wang (3) Prafulla Kumar Choubey (3) Bryan McCann (3) Semih Yavuz (3) Mohit Bansal (2)

Keywords

text summarization (5) abstractive summarization (4) text generation (3) model analysis (2) factual consistency (2) document summarization (2) graph-to-text generation (2) knowledge graph (2) large language model (2) visualization tool (2) pre-trained language model (2) intent classification (1) semantic parsing (1) extractive summarization (1) factual accuracy (1) commonsense knowledge (1) neural representation (1) natural language generation (1) semantic labeling (1) citation analysis (1)

Papers

What’s New? Summarizing Contributions in Scientific Literature EACL 2023

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ACL 2023

SEAL: Interactive Tool for Systematic Error Analysis and Labeling EMNLP 2022

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization EMNLP 2022

P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts ICLR 2022

HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models EMNLP 2022

Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations EMNLP 2022

CTRLsum: Towards Generic Controllable Text Summarization EMNLP 2022

Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements EMNLP 2022

SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization IJCNLP 2021

SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization ACL 2021

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging EMNLP 2021

Knowledge-Enriched Natural Language Generation EMNLP 2021

Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality EMNLP 2021

CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers ICLR 2021

BERTology Meets Biology: Interpreting Attention in Protein Language Models ICLR 2021

Stage-wise Fine-tuning for Graph-to-Text Generation IJCNLP 2021

Stage-wise Fine-tuning for Graph-to-Text Generation ACL 2021