Markus Leippold

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All published works
Action Title Year Authors
+ PDF Chat DIRAS: Efficient LLM-Assisted Annotation of Document Relevance in Retrieval Augmented Generation 2024 Jingwei Ni
Tobias Schimanski
Meihong Lin
Mrinmaya Sachan
Elliott Ash
Markus Leippold
+ PDF Chat ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures 2024 Tobias Schimanski
Jingwei Ni
Roberto Spacey
Nicola Ranger
Markus Leippold
+ PDF Chat AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators 2024 Jingwei Ni
Minjing Shi
Dominik Stammbach
Mrinmaya Sachan
Elliott Ash
Markus Leippold
+ PDF Chat Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering 2024 Tobias Schimanski
Jingwei Ni
Mathias Kraus
Elliott Ash
Markus Leippold
+ Automated Fact-Checking of Climate Change Claims with Large Language Models 2024 Markus Leippold
Saeid Ashraf Vaghefi
Dominik Stammbach
Veruska Muccione
Julia Bingler
Jingwei Ni
Chiara Colesanti-Senni
Tobias Wekhof
Tobias Schimanski
Glen Gostlow
+ PDF Chat Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures 2024 Tobias Schimanski
Chiara Colesanti Senni
Glen Gostlow
Jingwei Ni
Tingyu Yu
Markus Leippold
+ PDF Chat Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering 2024 Tobias Schimanski
Jingwei Ni
Mathias Kraus
Elliott Ash
Markus Leippold
+ PDF Chat Automated Fact-Checking of Climate Change Claims with Large Language Models 2024 Markus Leippold
Saeid Ashraf Vaghefi
Veruska Muccione
Julia Bingler
Dominik Stammbach
Chiara Colesanti Senni
Jingwei Ni
Tobias Wekhof
Tingyu Yu
Tobias Schimanski
+ PDF Chat ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures 2024 Tobias Schimanski
Jingwei Ni
Roberto Spacey
Nicola Ranger
Markus Leippold
+ PDF Chat ChatClimate: Grounding Conversational AI in Climate Science 2023 Veruska Muccione
Dominik Stammbach
Jingwei Ni
Mathias Kraus
Julia Bingler
Simon Allen
Chiara Colesanti-Senni
Tobias Wekhof
Tobias Schimanski
Glen Gostlow
+ Efficacy of Non-Pharmacological Interventions Before COVID Mass Vaccination: An Open Data Study Across 185 Countries 2023 Andreas G. F. Hoepner
Robert Hoepner
Markus Leippold
Ming‐Tsung Lin
Yanan Lin
+ Enhancing Large Language Models with Climate Resources 2023 Mathias Kraus
Julia Bingler
Markus Leippold
Tobias Schimanski
Chiara Colesanti Senni
Dominik Stammbach
Saeid Ashraf Vaghefi
Nicolas Webersinke
+ chatClimate: Grounding Conversational AI in Climate Science 2023 Saeid Ashraf Vaghefi
Qian Wang
Veruska Muccione
Jingwei Ni
Mathias Kraus
Julia Bingler
Tobias Schimanski
Chiara Colesanti-Senni
Nicolas Webersinke
Christrian Huggel
+ PDF Chat Enhancing Large Language Models with Climate Resources 2023 Mathias Kraus
Julia Bingler
Markus Leippold
Tobias Schimanski
Chiara Colesanti Senni
Dominik Stammbach
Saeid Ashraf Vaghefi
Nicolas Webersinke
+ PDF Chat When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP 2023 Jingwei Ni
Zhijing Jin
Qian Wang
Mrinmaya Sachan
Markus Leippold
+ When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP 2023 Jingwei Ni
Zhijing Jin
Qian Wang
Mrinmaya Sachan
Markus Leippold
+ PDF Chat Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with Chatreport, a Language Model-Based Tool 2023 Jingwei Ni
Julia Bingler
Chiara Colesanti Senni
Mathias Kraus
Glen Gostlow
Tobias Schimanski
Dominik Stammbach
Saeid Ashraf Vaghefi
Qian Wang
Nicolas Webersinke
+ Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool 2023 Jingwei Ni
Julia Bingler
Chiara Colesanti-Senni
Mathias Kraus
Glen Gostlow
Tobias Schimanski
Dominik Stammbach
Saeid Ashraf Vaghefi
Qian Wang
Nicolas Webersinke
+ CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools 2023 Jingwei Ni
Julia Bingler
Chiara Colesanti-Senni
Mathias Kraus
Glen Gostlow
Tobias Schimanski
Dominik Stammbach
Saeid Ashraf Vaghefi
Qian Wang
Nicolas Webersinke
+ Environmental Claim Detection 2023 Dominik Stammbach
Nicolas Webersinke
Julia Bingler
Mathias Kraus
Markus Leippold
+ When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP 2023 Jingwei Ni
Zhijing Jin
Qian Wang
Mrinmaya Sachan
Markus Leippold
+ Assessing Large Language Models on Climate Information 2023 Jannis Bulian
Mike S. Schäfer
Afra Amini
Heidi Lam
Massimiliano Ciaramita
Ben Gaiarin
Michelle Chen Huebscher
Christian Buck
Niels G. Mede
Markus Leippold
+ ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets 2023 Tobias Schimanski
Julia Bingler
Camilla Hyslop
Mathias Kraus
Markus Leippold
+ PDF Chat ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets 2023 Tobias Schimanski
Julia Bingler
Camilla Hyslop
Mathias Kraus
Markus Leippold
+ CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools 2023 Jingwei Ni
Julia Bingler
Chiara Colesanti-Senni
Mathias Kraus
Glen Gostlow
Tobias Schimanski
Dominik Stammbach
Saeid Ashraf Vaghefi
Qian Wang
Nicolas Webersinke
+ PDF Chat ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets 2023 Tobias Schimanski
Julia Bingler
Mathias Kraus
Camilla Hyslop
Markus Leippold
+ Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures 2023 Tobias Schimanski
Chiara Colesanti Senni
Glen Gostlow
Jingwei Ni
Tingyu Yu
Markus Leippold
+ PDF Chat CLIMATEBERT: A Pretrained Language Model for Climate-Related Text 2022 Nicolas Webersinke
Mathias Kraus
Julia Bingler
Markus Leippold
+ Towards Climate Awareness in NLP Research 2022 Daniel Hershcovich
Nicolas Webersinke
Mathias Kraus
Julia Bingler
Markus Leippold
+ Environmental Claim Detection 2022 Dominik Stammbach
Nicolas Webersinke
Julia Bingler
Mathias Kraus
Markus Leippold
+ PDF Chat Towards Climate Awareness in NLP Research 2022 Daniel Hershcovich
Nicolas Webersinke
Mathias Kraus
Julia Bingler
Markus Leippold
+ ClimateBert: A Pretrained Language Model for Climate-Related Text 2021 Nicolas Webersinke
Mathias Kraus
Julia Bingler
Markus Leippold
+ PDF Chat MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching 2020 Rahul Mishra
Piyush Yadav
Rémi Calizzano
Markus Leippold
+ MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching 2020 Rahul Mishra
Piyush Yadav
Rémi Calizzano
Markus Leippold
+ Generating Fact Checking Summaries for Web Claims 2020 Rahul Mishra
Dhruv Gupta
Markus Leippold
+ ClimaText: A Dataset for Climate Change Topic Detection 2020 Francesco Saverio Varini
Jordan Boyd‐Graber
Massimiliano Ciaramita
Markus Leippold
+ Generating Fact Checking Summaries for Web Claims 2020 Rahul Mishra
Dhruv Gupta
Markus Leippold
+ MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching 2020 Rahul Mishra
Piyush Yadav
Rémi Calizzano
Markus Leippold
+ CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims 2020 Thomas Diggelmann
Jordan Boyd‐Graber
Jannis Bulian
Massimiliano Ciaramita
Markus Leippold
+ Particle Filtering, Learning, and Smoothing for Mixed-Frequency State-Space Models 2016 Hanlin Yang
Markus Leippold
+ Endogenous Markov Switching Regression Models for High-Frequency Data Under Microstructure Noise 2015 Markus Leippold
Felix Matthys
+ Quantile estimation with adaptive importance sampling 2010 Daniel Egloff
Markus Leippold
+ PDF Chat Quantile Estimation with Adaptive Importance Sampling 2007 Daniel Egloff
Markus Leippold
+ Optimal Importance Sampling for Credit Portfolios with Stochastic Approximation 2005 Daniel Egloff
Markus Leippold
Stephan Joehri
Curdin Dalbert
+ Efficient Portfolios with Endogenous Liabilities 2003 Markus Leippold
Paolo Vanini
Fabio Trojani
+ PDF Chat Algorithms behind Term Structure Models of Interest Rates II: The Hull-White Trinomial Tree of Interest Rates 2001 Markus Leippold
Zvi Wiener
+ Quadratic Term Structure Models 2000 Markus Leippold
Liuren Wu
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat CLIMATEBERT: A Pretrained Language Model for Climate-Related Text 2022 Nicolas Webersinke
Mathias Kraus
Julia Bingler
Markus Leippold
7
+ BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2018 Jacob Devlin
Ming‐Wei Chang
Kenton Lee
Kristina Toutanova
7
+ Language Models are Few-Shot Learners 2020 T. B. Brown
Benjamin F. Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
Prafulla Dhariwal
Arvind Neelakantan
Pranav Shyam
Girish Sastry
Amanda Askell
6
+ Attention Is All You Need 2017 Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
6
+ DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 2019 Victor Sanh
Lysandre Debut
Julien Chaumond
Thomas Wolf
5
+ ClimaText: A Dataset for Climate Change Topic Detection 2020 Francesco Saverio Varini
Jordan Boyd‐Graber
Massimiliano Ciaramita
Markus Leippold
5
+ Training language models to follow instructions with human feedback 2022 Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
Pamela Mishkin
Chong Zhang
Sandhini Agarwal
Katarina Slama
Alex Ray
5
+ Analyzing Sustainability Reports Using Natural Language Processing 2020 Alexandra Sasha Luccioni
Emily Baylor
Nicolas Duchêne
5
+ RoBERTa: A Robustly Optimized BERT Pretraining Approach 2019 Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
Mike Lewis
Luke Zettlemoyer
Veselin Stoyanov
5
+ CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims 2020 Thomas Diggelmann
Jordan Boyd‐Graber
Jannis Bulian
Massimiliano Ciaramita
Markus Leippold
4
+ PaLM: Scaling Language Modeling with Pathways 2022 Aakanksha Chowdhery
Sharan Narang
Jacob Devlin
Maarten Bosma
Gaurav Mishra
Adam Roberts
Paul Barham
Hyung Won Chung
Charles Sutton
Sebastian Gehrmann
4
+ Multitask Prompted Training Enables Zero-Shot Task Generalization 2021 Victor Sanh
Albert Webson
Colin Raffel
Stephen H. Bach
Lintang Sutawika
Zaid Alyafeai
Antoine Chaffin
Arnaud Stiegler
Teven Le Scao
Arun Raja
4
+ PDF Chat Counterexamples in importance sampling for large deviations probabilities 1997 Paul Glasserman
Yashan Wang
3
+ LLaMA: Open and Efficient Foundation Language Models 2023 Hugo Touvron
Thibaut Lavril
Gautier Izacard
Xavier Martinet
Marie-Anne Lachaux
Timothée Lacroix
Baptiste Rozière
Naman Goyal
Eric Hambro
Faisal Azhar
3
+ Toolformer: Language Models Can Teach Themselves to Use Tools 2023 Timo Schick
Jane Dwivedi-Yu
Roberto Dessì
Roberta Raileanu
María Lomelí
Luke Zettlemoyer
Nicola Cancedda
Thomas Scialom
3
+ Convergence and robustness of the Robbins-Monro algorithm truncated at randomly varying bounds 1987 Han-Fu Chen
Lei Guo
Ai-Jun Gao
3
+ Foundations of Differential Geometry 1963 Shôshichi Kobayashi
Katsumi Nomizu
2
+ Riemannian Geometry and Geometric Analysis 1998 Jürgen Jost
2
+ Improving language models by retrieving from trillions of tokens 2021 Sebastian Borgeaud
Arthur Mensch
Jordan Hoffmann
Trevor Cai
Eliza Rutherford
Katie Millican
George van den Driessche
Jean-Baptiste Lespiau
Bogdan Damoc
Aidan Clark
2
+ PDF Chat FinQA: A Dataset of Numerical Reasoning over Financial Data 2021 Zhiyu Chen
Wenhu Chen
Charese Smiley
Sameena Shah
Iana Borova
Dylan Langdon
Reema Moussa
Matt Beane
Ting-Hao Huang
Bryan Routledge
2
+ PDF Chat Convergence of a stochastic approximation version of the EM algorithm 1999 Bernard Delyon
Marc Lavielle
Éric Moulines
2
+ Long Text Generation via Adversarial Training with Leaked Information 2017 Jiaxian Guo
Sidi Lu
Han Cai
Weinan Zhang
Yong Yu
Jun Wang
2
+ Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks 2021 Rabeeh Karimi Mahabadi
Sebastian Ruder
Mostafa Dehghani
James Henderson
2
+ PDF Chat Control Variates for Quantile Estimation 1990 Jason C. Hsu
Barry L. Nelson
2
+ Probabilistic Error Bounds for Simulation Quantile Estimators 2003 Xing Jin
Michael C. Fu
Xiaoping Xiong
2
+ A Space-Efficient Recursive Procedure for Estimating a Quantile of an Unknown Distribution 1983 Luke Tierney
2
+ PDF Chat What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models 2021 Mor Geva
Uri Katz
Aviv Ben-Arie
Jonathan Berant
2
+ PDF Chat Estimation of Non-Unique Quantiles 1966 Dorian Feldman
Howard G. Tucker
2
+ PDF Chat Muppet: Massive Multi-task Representations with Pre-Finetuning 2021 Armen Aghajanyan
Anchit Gupta
Akshat Shrivastava
Xilun Chen
Luke Zettlemoyer
Sonal Gupta
2
+ Detecting Stance in Media on Global Warming 2020 Yiwei Luo
Dallas Card
Dan Jurafsky
2
+ AdapterFusion: Non-Destructive Task Composition for Transfer Learning 2021 Jonas Pfeiffer
Aishwarya Kamath
Andreas Rücklé
Kyunghyun Cho
Iryna Gurevych
2
+ On Central Limit and Iterated Logarithm Supplements to the Martingale Convergence Theorem 2010 C. C. Heyde
2
+ PDF Chat Correlation-Induction Techniques for Estimating Quantiles in Simulation Experiments 1998 Athanassios N. Avramidis
James R. Wilson
2
+ Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models 2020 Zi-Rui Wang
Yulia Tsvetkov
Orhan Fırat
Yuan Cao
2
+ PDF Chat Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm 2021 Laria Reynolds
Kyle McDonell
2
+ PDF Chat Control Variates for Probability and Quantile Estimation 1998 Timothy C. Hesterberg
Barry L. Nelson
2
+ Neural Machine Translation by Jointly Learning to Align and Translate 2015 Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
2
+ Stability of Stochastic Approximation under Verifiable Conditions 2005 Christophe Andrieu
Éric Moulines
Pierre Priouret
2
+ PDF Chat SQuAD: 100,000+ Questions for Machine Comprehension of Text 2016 Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Percy Liang
2
+ PDF Chat Good debt or bad debt: Detecting semantic orientations in economic texts 2013 Pekka Malo
Ankur Sinha
Pekka Korhonen
Jyrki Wallenius
Pyry Takala
2
+ PDF Chat SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient 2017 Lantao Yu
Weinan Zhang
Jun Wang
Yong Yu
2
+ Exploring and Predicting Transferability across NLP Tasks 2020 Tu Vu
Tong Wang
Tsendsuren Munkhdalai
Alessandro Sordoni
Adam Trischler
Andrew Mattarella-Micke
Subhransu Maji
Mohit Iyyer
2
+ Stop clickbait: detecting and preventing clickbaits in online news media 2016 Abhijnan Chakraborty
Bhargavi Paranjape
Sourya Kakarla
Niloy Ganguly
2
+ Financial Document Causality Detection Shared Task (FinCausal 2020) 2020 Dominique Mariko
Hanna Abi Akl
Estelle Labidurie
Stéphane Durfort
Hugues de Mazancourt
Mahmoud El‐Haj
2
+ Bilateral Multi-Perspective Matching for Natural Language Sentences 2017 Zhiguo Wang
Wael Hamza
Radu Florian
2
+ An Overview of Multi-Task Learning in Deep Neural Networks 2017 Sebastian Ruder
2
+ PDF Chat Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder 2019 Seunghyun Yoon
Kunwoo Park
Joongbo Shin
Hongjun Lim
Seungpil Won
Meeyoung Cha
Kyomin Jung
2
+ PDF Chat A Style-Based Generator Architecture for Generative Adversarial Networks 2019 Tero Karras
Samuli Laine
Timo Aila
2
+ General results on the convergence of stochastic algorithms 1996 Bernard Delyon
2
+ PDF Chat Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts 2018 Matthew Lamm
Arun Tejasvi Chaganty
Christopher D. Manning
Dan Jurafsky
Percy Liang
2