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Workshop Schedule

The workshop will take place both in-person (in Lotus Suite 15) and online on August 16th, 2024. at ACL 2024.

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ProgramTime (Local)Details
Intro & Welcome09:00 - 09:10
Keynote 109:10 - 09:50 - Speaker: Iryna Gurevych (Technical University Darmstadt and head of the UKP Lab) -
Title: How to InterText? Elevating NLP to the cross-document level -
Session #109:50 - 10:35 -
    -
  • Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving -
    Authors: Ziyue Li, Yuan Chang, Xiaoqiu Le -
    Presenter: Ziyue Li (in-person)
    • -
  • CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles -
    Authors: Shruti Singh, Mayank Singh -
    Presenter: Shruti Singh (in-person)
    • -
  • AffilGood: Building reliable institution name disambiguation tools to improve scientific literature analysis -
    Authors: Nicolau Duran-Silva, Pablo Accuosto, Piotr Przybyła, Horacio Saggion (in-person)
    • -
-
Break 1 + Networking10:35 - 11:00
Keynote 211:00 - 11:40 - Speaker: Doug Downey (Northwestern University and Allen Institute for AI, USA) -
Title: Chasing high-precision NLP at discount prices: Lessons for accelerating science -
Shared Tasks11:40 - 12:102 overview talks: -
    -
  • DAGPap24: Detecting Automatically Generated Scientific Papers
    • -
  • Context24: Contextualizing Scientific Figures and Tables
    • -
-
Session #212:10 - 12:40 -
    -
  • An Analysis of Tasks and Datasets in Peer Reviewing -
    Authors: Moritz Staudinger, Wojciech Kusa, Florina Piroi, Allan Hanbury -
    Presenter: Moritz Staudinger
    • -
  • Controllable Citation Sentence Generation with Language Models -
    Authors: Nianlong Gu, Richard Hahnloser -
    Presenter: Nianlong Gu (remote)
    • -
-
Lunch (+In-person Posters)12:40 - 14:10
- In-person posters: -
    -
  • Artificial Intuition: Efficient Classification of Scientific Abstracts
    • -
  • Zero-shot Scientific Claim Verification Using LLMs and Citation Text
    • -
  • First Steps in Building a Knowledge Base of Mathematical Results
    • -
  • CiteAssist: A System for Automated Preprint Citation and BibTeX Generation
    • -
  • Researcher Representations Based on Aggregating Embeddings of Publication Titles: A Case Study in a Japanese Academic Database
    • -
  • CSIRO-LT at Context24: Contextualising Scientific Figures and Tables in Scientific Literature
    • -
  • OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables
    • -
  • Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization
    • -
  • MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning
    • -
  • Synthetic Context with LLM for Entity Linking from Scientific Tables
    • -
  • Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal
    • -
  • AutoRef: Generating Refinements of Reviews Given Guidelines
    • -
  • Toward Related Work Generation with Structure and Novelty Statement
    • -
-
Keynote 314:10 - 14:50 - Speaker: Heng Ji (University of Illinois at Urbana-Champaign, USA) -
Title: AI Plays Medicinal Chemist -
Poster Session (Virtual in Gather)14:50 - 15:30Remote posters: -
    -
  • Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning
    • -
  • Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers
    • -
  • Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task
    • -
  • An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications
    • -
  • Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers
    • -
  • Cited Text Spans for Scientific Citation Text Generation
    • -
  • Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers
    • -
-
Break 2 + Networking15:30 - 16:00
Keynote 416:00 - 16:40 - Speaker: Anna Rogers (University of Copenhagen) -
Title: Large language models as research assistants: workflows and challenges -
Session #316:40 - 17:25 -
    -
  • Metadata Enhancement Using Large Language Models -
    Authors: Hyunju Song, Steven Bethard, Andrea Thomer -
    Presenter: Hyunju Song (remote)
    • -
  • Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension -
    Authors: Buse Sibel Korkmaz, Antonio del Rio Chanona -
    Presenter: Buse Sibel Korkmaz
    • -
  • Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning -
    Authors: Sai Munikoti, Anurag Acharya, Sridevi Wagle, Sameera Horawalavithana -
    Presenter: Sai Munikoti (remote)
    • -
-
Closing17:25 - 17:30
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
ProgramTime (Local)Details
Intro & Welcome09:00 - 09:10
Keynote 109:10 - 09:50 + Speaker: Iryna Gurevych (Technical University Darmstadt and head of the UKP Lab) +
Title: How to InterText? Elevating NLP to the cross-document level +
Oral Talks 109:50 - 10:353 talks: +
    +
  • Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving
    • +
  • CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles
    • +
  • AffilGood: Building reliable institution name disambiguation tools to improve scientific literature analysis
    • +
+
Break 1 + Networking10:35 - 11:00
Keynote 211:00 - 11:40 + Speaker: Doug Downey (Northwestern University and Allen Institute for AI, USA) +
Title: Chasing high-precision NLP at discount prices: Lessons for accelerating science +
Shared Tasks11:40 - 12:102 overview talks +
    +
  • DAGPap24: Detecting Automatically Generated Scientific Papers
    • +
  • Context24: Contextualizing Scientific Figures and Tables
    • +
+
Oral Talks 212:10 - 12:402 talks: +
    +
  • An Analysis of Tasks and Datasets in Peer Reviewing (in-person)
    • +
  • Controllable Citation Sentence Generation with Language Models (remote)
    • +
+
Lunch (+In-person Posters)12:40 - 14:10
+ In-person posters: +
    +
  • Artificial Intuition: Efficient Classification of Scientific Abstracts
    • +
  • Zero-shot Scientific Claim Verification Using LLMs and Citation Text
    • +
  • First Steps in Building a Knowledge Base of Mathematical Results
    • +
  • CiteAssist: A System for Automated Preprint Citation and BibTeX Generation
    • +
  • Researcher Representations Based on Aggregating Embeddings of Publication Titles: A Case Study in a Japanese Academic Database
    • +
  • CSIRO-LT at Context24: Contextualising Scientific Figures and Tables in Scientific Literature
    • +
  • OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables
    • +
  • Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization
    • +
  • MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning
    • +
  • Synthetic Context with LLM for Entity Linking from Scientific Tables
    • +
  • Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal
    • +
  • AutoRef: Generating Refinements of Reviews Given Guidelines
    • +
  • Toward Related Work Generation with Structure and Novelty Statement
    • +
+
Keynote 314:10 - 14:50 + Speaker: Heng Ji (University of Illinois at Urbana-Champaign, USA) +
Title: AI Plays Medicinal Chemist +
Poster Session (Virtual in Gather)14:50 - 15:30Remote posters: +
    +
  • Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning
    • +
  • Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers
    • +
  • Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task
    • +
  • An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications
    • +
  • Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers
    • +
  • Cited Text Spans for Scientific Citation Text Generation
    • +
  • Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers
    • +
+
Break 2 + Networking15:30 - 16:00
Keynote 416:00 - 16:40 + Speaker: Anna Rogers (University of Copenhagen) +
Title: Large language models as research assistants: workflows and challenges +
Oral Talks 316:40 - 17:253 talks: +
    +
  • Metadata Enhancement Using Large Language Models (remote)
    • +
  • Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension (in-person)
    • +
  • Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning (remote)
    • +
+
Closing17:25 - 17:30