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09/21/2023
Choice-75: A Dataset on Decision Branching in Script Learning
Script learning studies how daily events unfold. Previous works tend to ...
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09/11/2023
Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications
Language model applications are becoming increasingly popular and comple...
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08/29/2023
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer
Textual style transfer is the task of transforming stylistic properties ...
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08/15/2023
CALYPSO: LLMs as Dungeon Masters' Assistants
The role of a Dungeon Master, or DM, in the game Dungeons Dragons is...
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07/05/2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification
Event schemas are a form of world knowledge about the typical progressio...
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06/16/2023
Rewriting the Script: Adapting Text Instructions for Voice Interaction
Voice assistants have sharply risen in popularity in recent years, but t...
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06/01/2023
Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline Models
Recent work in speech-to-speech translation (S2ST) has focused primarily...
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05/24/2023
This Land is Your, My Land: Evaluating Geopolitical Biases in Language Models
We introduce the notion of geopolitical bias – a tendency to report diff...
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05/24/2023
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts
Representing texts as information about entities has long been deemed ef...
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05/22/2023
Learning Interpretable Style Embeddings via Prompting LLMs
Style representation learning builds content-independent representations...
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05/02/2023
FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information
Dungeons Dragons (D D) is a tabletop roleplaying game with complex...
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04/26/2023
Exploring the Curious Case of Code Prompts
Recent work has shown that prompting language models with code-like repr...
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04/24/2023
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale
Existing question answering (QA) systems owe much of their success to la...
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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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01/26/2023
Causal Reasoning of Entities and Events in Procedural Texts
Entities and events have long been regarded as the crux of machine reaso...
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01/03/2023
Language Models are Drummers: Drum Composition with Natural Language Pre-Training
Automatic music generation with artificial intelligence typically requir...
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12/24/2022
Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text
As text generated by large language models proliferates, it becomes vita...
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12/21/2022
CORRPUS: Detecting Story Inconsistencies via Codex-Bootstrapped Neurosymbolic Reasoning
Story generation and understanding – as with all NLG/NLU tasks – has see...
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12/18/2022
Low-Resource Authorship Style Transfer with In-Context Learning
Authorship style transfer involves altering the style of text to match t...
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11/21/2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
Concept Bottleneck Models (CBM) are inherently interpretable models that...
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10/24/2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction
Neural language models encode rich knowledge about entities and their re...
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10/13/2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence
AI researchers have posited Dungeons and Dragons (D D) as a challenge ...
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09/29/2022
Bidirectional Language Models Are Also Few-shot Learners
Large language models such as GPT-3 (Brown et al., 2020) can perform arb...
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09/06/2022
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation
We propose a two-stage training approach for developing a single NMT mod...
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06/09/2022
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank
The task of inserting text into a specified position in a passage, known...
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05/25/2022
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations
Empathy is a cognitive and emotional reaction to an observed situation o...
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03/16/2022
Creating Multimedia Summaries Using Tweets and Videos
While popular televised events such as presidential debates or TV shows ...
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03/16/2022
A Feasibility Study of Answer-Agnostic Question Generation for Education
We conduct a feasibility study into the applicability of answer-agnostic...
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02/16/2022
CIS2: A Simplified Commonsense Inference Evaluation for Story Prose
Transformers have been showing near-human performance on a variety of ta...
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12/15/2021
Is "my favorite new movie" my favorite movie? Probing the Understanding of Recursive Noun Phrases
Recursive noun phrases (NPs) have interesting semantic properties. For e...
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11/17/2021
Induce, Edit, Retrieve: Language Grounded Multimodal Schema for Instructional Video Retrieval
Schemata are structured representations of complex tasks that can aid ar...
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11/11/2021
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets
NLP researchers need more, higher-quality text datasets. Human-labeled d...
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09/10/2021
BiSECT: Learning to Split and Rephrase Sentences with Bitexts
An important task in NLP applications such as sentence simplification is...
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09/08/2021
A Recipe For Arbitrary Text Style Transfer with Large Language Models
In this paper, we leverage large language models (LMs) to perform zero-s...
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07/28/2021
Goal-Oriented Script Construction
The knowledge of scripts, common chains of events in stereotypical scena...
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07/14/2021
Deduplicating Training Data Makes Language Models Better
We find that existing language modeling datasets contain many near-dupli...
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04/18/2021
GooAQ: Open Question Answering with Diverse Answer Types
While day-to-day questions come with a variety of answer types, the curr...
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04/16/2021
"Wikily" Neural Machine Translation Tailored to Cross-Lingual Tasks
We present a simple but effective approach for leveraging Wikipedia for ...
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04/12/2021
Visual Goal-Step Inference using wikiHow
Procedural events can often be thought of as a high level goal composed ...
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12/22/2020
Simple-QE: Better Automatic Quality Estimation for Text Simplification
Text simplification systems generate versions of texts that are easier t...
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12/10/2020
Automatic Standardization of Colloquial Persian
The Iranian Persian language has two varieties: standard and colloquial....
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10/06/2020
RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text
In recent years, large neural networks for natural language generation (...
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09/16/2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow
We propose a suite of reasoning tasks on two types of relations between ...
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09/12/2020
Intent Detection with WikiHow
Modern task-oriented dialog systems need to reliably understand users' i...
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05/11/2020
Toward Better Storylines with Sentence-Level Language Models
We propose a sentence-level language model which selects the next senten...
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11/02/2019
Human and Automatic Detection of Generated Text
With the advent of generative models with a billion parameters or more, ...
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08/30/2019
Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors
State-of-the-art machine translation (MT) models do not use knowledge of...
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06/14/2019
Comparison of Diverse Decoding Methods from Conditional Language Models
While conditional language models have greatly improved in their ability...
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06/11/2019
PerspectroScope: A Window to the World of Diverse Perspectives
This work presents PerspectroScope, a web-based system which lets users ...
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06/08/2019