Chris Callison-Burch

research

∙ 09/21/2023

Choice-75: A Dataset on Decision Branching in Script Learning

Script learning studies how daily events unfold. Previous works tend to ...

0 Zhaoyi Joey Hou, et al. ∙

research

∙ 09/11/2023

Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications

Language model applications are becoming increasingly popular and comple...

0 Andrew Zhu, et al. ∙

research

∙ 08/29/2023

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

Textual style transfer is the task of transforming stylistic properties ...

0 Zachary Horvitz, et al. ∙

research

∙ 08/15/2023

CALYPSO: LLMs as Dungeon Masters' Assistants

The role of a Dungeon Master, or DM, in the game Dungeons Dragons is...

0 Andrew Zhu, et al. ∙

research

∙ 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...

0 Sha Li, et al. ∙

research

∙ 06/16/2023

Rewriting the Script: Adapting Text Instructions for Voice Interaction

Voice assistants have sharply risen in popularity in recent years, but t...

0 Alyssa Hwang, et al. ∙

research

∙ 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...

0 Liam Dugan, et al. ∙

research

∙ 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...

0 Bryan Li, et al. ∙

research

∙ 05/24/2023

OpenPI2.0: An Improved Dataset for Entity Tracking in Texts

Representing texts as information about entities has long been deemed ef...

0 Li Zhang, et al. ∙

research

∙ 05/22/2023

Learning Interpretable Style Embeddings via Prompting LLMs

Style representation learning builds content-independent representations...

0 Ajay Patel, et al. ∙

research

∙ 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...

0 Andrew Zhu, et al. ∙

research

∙ 04/26/2023

Exploring the Curious Case of Code Prompts

Recent work has shown that prompting language models with code-like repr...

0 Li Zhang, et al. ∙

research

∙ 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...

0 Bryan Li, et al. ∙

research

∙ 02/25/2023

Human-in-the-Loop Schema Induction

Schema induction builds a graph representation explaining how events unf...

0 Tianyi Zhang, et al. ∙

research

∙ 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...

8 Li Zhang, et al. ∙

research

∙ 01/03/2023

Language Models are Drummers: Drum Composition with Natural Language Pre-Training

Automatic music generation with artificial intelligence typically requir...

0 Li Zhang, et al. ∙

research

∙ 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...

0 Liam Dugan, et al. ∙

research

∙ 12/21/2022

CORRPUS: Detecting Story Inconsistencies via Codex-Bootstrapped Neurosymbolic Reasoning

Story generation and understanding – as with all NLG/NLU tasks – has see...

0 Yijiang River Dong, et al. ∙

research

∙ 12/18/2022

Low-Resource Authorship Style Transfer with In-Context Learning

Authorship style transfer involves altering the style of text to match t...

0 Ajay Patel, et al. ∙

research

∙ 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...

0 Yue Yang, et al. ∙

research

∙ 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...

0 Yue Yang, et al. ∙

research

∙ 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 ...

0 Chris Callison-Burch, et al. ∙

research

∙ 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...

3 Ajay Patel, et al. ∙

research

∙ 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...

4 Bryan Li, et al. ∙

research

∙ 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...

0 Daphne Ippolito, et al. ∙

research

∙ 05/25/2022

Empathic Conversations: A Multi-level Dataset of Contextualized Conversations

Empathy is a cognitive and emotional reaction to an observed situation o...

0 Damilola Omitaomu, et al. ∙

research

∙ 03/16/2022

Creating Multimedia Summaries Using Tweets and Videos

While popular televised events such as presidential debates or TV shows ...

0 Anietie Andy, et al. ∙

research

∙ 03/16/2022

A Feasibility Study of Answer-Agnostic Question Generation for Education

We conduct a feasibility study into the applicability of answer-agnostic...

0 Liam Dugan, et al. ∙

research

∙ 02/16/2022

CIS2: A Simplified Commonsense Inference Evaluation for Story Prose

Transformers have been showing near-human performance on a variety of ta...

0 Bryan Li, et al. ∙

research

∙ 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...

3 Qing Lyu, et al. ∙

research

∙ 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...

0 Yue Yang, et al. ∙

research

∙ 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...

0 Ann Yuan, et al. ∙

research

∙ 09/10/2021

BiSECT: Learning to Split and Rephrase Sentences with Bitexts

An important task in NLP applications such as sentence simplification is...

0 Joongwon Kim, et al. ∙

research

∙ 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...

0 Emily Reif, et al. ∙

research

∙ 07/28/2021

Goal-Oriented Script Construction

The knowledge of scripts, common chains of events in stereotypical scena...

15 Qing Lyu, et al. ∙

research

∙ 07/14/2021

Deduplicating Training Data Makes Language Models Better

We find that existing language modeling datasets contain many near-dupli...

0 Katherine Lee, et al. ∙

research

∙ 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...

0 Daniel Khashabi, et al. ∙

research

∙ 04/16/2021

"Wikily" Neural Machine Translation Tailored to Cross-Lingual Tasks

We present a simple but effective approach for leveraging Wikipedia for ...

16 Mohammad Sadegh Rasooli, et al. ∙

research

∙ 04/12/2021

Visual Goal-Step Inference using wikiHow

Procedural events can often be thought of as a high level goal composed ...

15 Yue Yang, et al. ∙

research

∙ 12/22/2020

Simple-QE: Better Automatic Quality Estimation for Text Simplification

Text simplification systems generate versions of texts that are easier t...

0 Reno Kriz, et al. ∙

research

∙ 12/10/2020

Automatic Standardization of Colloquial Persian

The Iranian Persian language has two varieties: standard and colloquial....

3 Mohammad Sadegh Rasooli, et al. ∙

research

∙ 10/06/2020

RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text

In recent years, large neural networks for natural language generation (...

12 Liam Dugan, et al. ∙

research

∙ 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 ...

0 Qing Lyu, et al. ∙

research

∙ 09/12/2020

Intent Detection with WikiHow

Modern task-oriented dialog systems need to reliably understand users' i...

0 Li Zhang, et al. ∙

research

∙ 05/11/2020

Toward Better Storylines with Sentence-Level Language Models

We propose a sentence-level language model which selects the next senten...

0 Daphne Ippolito, et al. ∙

research

∙ 11/02/2019

Human and Automatic Detection of Generated Text

With the advent of generative models with a billion parameters or more, ...

0 Daphne Ippolito, et al. ∙

research

∙ 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...

0 Jeffrey Cheng, et al. ∙

research

∙ 06/14/2019

Comparison of Diverse Decoding Methods from Conditional Language Models

While conditional language models have greatly improved in their ability...

0 Daphne Ippolito, et al. ∙

research

∙ 06/11/2019

PerspectroScope: A Window to the World of Diverse Perspectives

This work presents PerspectroScope, a web-based system which lets users ...

0 Sihao Chen, et al. ∙

research

∙ 06/08/2019

Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims

One key consequence of the information revolution is a significant incre...

0 Sihao Chen, et al. ∙

Chris Callison-Burch

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