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2002.00317
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Explaining Relationships Between Scientific Documents
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
2 February 2020
Kelvin Luu
Xinyi Wu
Rik Koncel-Kedziorski
Kyle Lo
Isabel Cachola
Noah A. Smith
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Papers citing
"Explaining Relationships Between Scientific Documents"
31 / 31 papers shown
MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization
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Yunhui Jang
SungSoo Ahn
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233
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27 May 2025
SCIRGC: Multi-Granularity Citation Recommendation and Citation Sentence Preference Alignment
Xiangyu Li
Jingqiang Chen
3DV
397
1
0
26 May 2025
The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Hong Chen
Misha Teplitskiy
David Jurgens
HAI
435
3
0
27 Feb 2025
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Priyanka Kargupta
Ishika Agarwal
Tal August
Jiawei Han
LLMAG
429
6
0
20 Feb 2025
Gaps or Hallucinations? Gazing into Machine-Generated Legal Analysis for Fine-grained Text Evaluations
Abe Bohan Hou
William Jurayj
Nils Holzenberger
Andrew Blair-Stanek
Benjamin Van Durme
ELM
297
2
0
16 Sep 2024
CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support
Chao-Chun Hsu
Erin Bransom
Jenna Sparks
Bailey Kuehl
Chenhao Tan
Aman Rangapur
Lucy Lu Wang
Aakanksha Naik
281
25
0
23 Jul 2024
Improving Citation Text Generation: Overcoming Limitations in Length Control
Biswadip Mandal
Xiangci Li
Jessica Ouyang
185
0
0
20 Jul 2024
Systematic Task Exploration with LLMs: A Study in Citation Text Generation
Furkan Şahinuç
Ilia Kuznetsov
Yufang Hou
Iryna Gurevych
278
12
0
04 Jul 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Yu Zhang
Xiusi Chen
Sara Szymkuć
Sheng Wang
Shuiwang Ji
Wei Wang
Jiawei Han
488
106
0
16 Jun 2024
Related Work and Citation Text Generation: A Survey
Xiangci Li
Jessica Ouyang
306
17
0
17 Apr 2024
PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Papers
Yoonjoo Lee
Hyeonsu B Kang
Matt Latzke
Juho Kim
Jonathan Bragg
Joseph Chee Chang
Pao Siangliulue
335
31
0
05 Mar 2024
Contextualizing Generated Citation Texts
Biswadip Mandal
Xiangci Li
Jessica Ouyang
214
4
0
28 Feb 2024
Explaining Relationships Among Research Papers
Xiangci Li
Jessica Ouyang
322
5
0
20 Feb 2024
MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering
Nianlong Gu
Yingqiang Gao
Richard H. R. Hahnloser
RALM
240
1
0
10 Oct 2023
Cited Text Spans for Citation Text Generation
Xiangci Li
Yi-Hui Lee
Jessica Ouyang
3DV
463
8
0
12 Sep 2023
Advancements in Scientific Controllable Text Generation Methods
Arnav Goel
Medha Hira
Avinash Anand
Siddhesh Bangar
R. Shah
275
7
0
08 Jul 2023
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Mike DÁrcy
Alexis Ross
Erin Bransom
Bailey Kuehl
Jonathan Bragg
Kyle Lo
Doug Downey
KELM
294
34
0
21 Jun 2023
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Shizhe Diao
Boyao Wang
Hanze Dong
Kashun Shum
Jipeng Zhang
Wei Xiong
Tong Zhang
ALM
341
79
0
21 Jun 2023
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Benjamin Newman
Luca Soldaini
Raymond Fok
Arman Cohan
Kyle Lo
RALM
263
19
0
24 May 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yu Zhang
Hao Cheng
Zhihong Shen
Xiaodong Liu
Yejiang Wang
Jianfeng Gao
295
20
0
23 May 2023
Hierarchical Catalogue Generation for Literature Review: A Benchmark
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Kun Zhu
Xiaocheng Feng
Xiachong Feng
Yin Wu
Bing Qin
432
13
0
07 Apr 2023
How Data Scientists Review the Scholarly Literature
Conference on Human Information Interaction and Retrieval (CHIIR), 2023
Sheshera Mysore
Mahmood Jasim
Haoru Song
Sarah Akbar
Andre Kenneth Chase Randall
Narges Mahyar
AI4CE
222
10
0
10 Jan 2023
CiteBench: A benchmark for Scientific Citation Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Martin Funkquist
Ilia Kuznetsov
Yufang Hou
Iryna Gurevych
319
26
0
19 Dec 2022
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents
Domenic Rosati
209
1
0
28 Oct 2022
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation
Zoran Medic
Jan Snajder
194
6
0
12 Sep 2022
Multi-Document Scientific Summarization from a Knowledge Graph-Centric View
International Conference on Computational Linguistics (COLING), 2022
Pancheng Wang
Shasha Li
Kunyuan Pang
Liangliang He
Dong Li
Jintao Tang
Ting Wang
226
20
0
09 Sep 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yuning Mao
Ming Zhong
Jiawei Han
207
20
0
12 May 2022
CORWA: A Citation-Oriented Related Work Annotation Dataset
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Xiangci Li
Biswadip Mandal
Jessica Ouyang
189
24
0
07 May 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Malte Ostendorff
Nils Rethmeier
Isabelle Augenstein
Bela Gipp
Georg Rehm
499
114
0
14 Feb 2022
Automatic Related Work Generation: A Meta Study
Xiangci Li
Jessica Ouyang
325
11
0
06 Jan 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity
Sheshera Mysore
Arman Cohan
Kyle Lo
364
57
0
16 Nov 2021
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