NLPExplorer

Arman Cohan

Number of Papers:- 79

Number of Citations:- 29

First ACL Paper:- 2015

Latest ACL Paper:- 2024

Venues:-

NAACL

CLPsych

COLING

EMNLP

sdp

Findings

LREC

TACL

ACL

EACL

*SEMEVAL

Co-Authors:-

Aakanksha Naik

Aaron Yu

Abhilasha Ravichander

Ahmadreza Mosallanezhad

Akshita Bhagia

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When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets F i n d i n g s - E A C L

On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering F i n d i n g s - N A A C L

TESS: Text-to-Text Self-Conditioned Simplex Diffusion EACL

On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization EACL

Lorenzo Jaime Flores | Arman Cohan |

Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization F i n d i n g s - N A A C L

On Learning to Summarize with Large Language Models as References NAACL

Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation F i n d i n g s - A C L

KnowledgeFMath: A Knowledge-Intensive Math Reasoning Dataset in Finance Domains ACL

Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL

Martin Riddell | Ansong Ni | Arman Cohan |

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning F i n d i n g s - A C L

Investigating Data Contamination in Modern Benchmarks for Large Language Models NAACL

TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL

Yilun Zhao | Lyuhao Chen | Arman Cohan | Chen Zhao |

Rethinking Efficient Multilingual Text Summarization Meta-Evaluation F i n d i n g s - A C L

Rilyn Han | Jiawen Chen | Yixin Liu | Arman Cohan |

OLMo: Accelerating the Science of Language Models ACL

DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Financial Documents ACL

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models TACL

Calibrating Long-form Generations From Large Language Models F i n d i n g s - E M N L P

FOLIO: Natural Language Reasoning with First-Order Logic EMNLP

Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP

Yicheng Gao | Gonghan Xu | Zhe Wang | Arman Cohan |

OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP

MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP

TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP

FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP

OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP

M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models F i n d i n g s - E M N L P

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains F i n d i n g s - E M N L P

SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP

Shruti Singh | Nandan Sarkar | Arman Cohan |

LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization EACL

Embedding Recycling for Language Models F i n d i n g s - E A C L

SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP

A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents EMNLP

OpenRT: An Open-source Framework for Reasoning Over Tabular Data ACL

Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering ACL

Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios EMNLP

Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies F i n d i n g s - E M N L P

Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval F i n d i n g s - E M N L P

QTSumm: Query-Focused Summarization over Tabular Data EMNLP

Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding F i n d i n g s - E M N L P

PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL

Wen Xiao | Iz Beltagy | Giuseppe Carenini | Arman Cohan |

Zero- and Few-Shot NLP with Pretrained Language Models ACL

Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL

Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL

ABNIRML: Analyzing the Behavior of Neural IR Models TACL

MultiVerS: Improving scientific claim verification with weak supervision and full-document context Findings NAACL

Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL

Sheshera Mysore | Arman Cohan | Tom Hope |

Long Context Question Answering via Supervised Contrastive Learning NAACL

Avi Caciularu | Ido Dagan | Jacob Goldberger | Arman Cohan |

MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL

Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP) COLING WS sdp

Arman Cohan | Guy Feigenblat | Tirthankar Ghosal | Michal Shmueli-Scheuer |

Overview of the Third Workshop on Scholarly Document Processing COLING WS sdp

Proceedings of the Third Workshop on Scholarly Document Processing COLING WS sdp

SciFact-Open: Towards open-domain scientific claim verification F i n d i n g s - E M N L P

Proceedings of the Second Workshop on Scholarly Document Processing NAACL sdp

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers NAACL

Beyond Paragraphs: NLP for Long Sequences NAACL

CDLM: Cross-Document Language Modeling EMNLP Findings

Overview of the Second Workshop on Scholarly Document Processing NAACL sdp

ParsiNLU: A Suite of Language Understanding Challenges for Persian TACL

Helping or Hurting? Predicting Changes in Users’ Risk of Self-Harm Through Online Community Interactions CLPsych NAACL WS