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09/19/2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
To solve complex tasks, large language models (LLMs) often require multi...
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05/24/2023
Meta-review Generation with Checklist-guided Iterative Introspection
Opinions in the scientific domain can be divergent, leading to controver...
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05/22/2023
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space
In recent years, large language models (LMs) have achieved remarkable pr...
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03/25/2023
SmartBook: AI-Assisted Situation Report Generation
Emerging events, such as the COVID pandemic and the Ukraine Crisis, requ...
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03/16/2023
GLEN: General-Purpose Event Detection for Thousands of Types
The development of event extraction systems has been hindered by the abs...
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02/25/2023
Human-in-the-Loop Schema Induction
Schema induction builds a graph representation explaining how events unf...
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11/14/2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction
Event argument extraction has long been studied as a sequential predicti...
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10/31/2022
A Close Look into the Calibration of Pre-trained Language Models
Pre-trained language models (PLMs) achieve remarkable performance on man...
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10/23/2022
Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language
Large Language Model (LLM) trained on the mixture of text and code has d...
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10/01/2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks
Although large language models have achieved impressive zero-shot abilit...
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02/15/2022
PILED: An Identify-and-Localize Framework for Few-Shot Event Detection
Practical applications of event extraction systems have long been hinder...
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12/16/2021
NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge
Claim detection and verification are crucial for news understanding and ...
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09/21/2021
Chemical-Reaction-Aware Molecule Representation Learning
Molecule representation learning (MRL) methods aim to embed molecules in...
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04/13/2021
Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction
Event schemas encode knowledge of stereotypical structures of events and...
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04/05/2021
Efficient Attentions for Long Document Summarization
The quadratic computational and memory complexities of large Transformer...
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09/06/2018
