← Authors

Chris Callison-Burch

150 papers · 2004–2026 · 15 conferences · across top CS/AI conferences

Achievements

๐Ÿฃ Hot Topic Early Bird ๐ŸŒˆ Renaissance Researcher (13) ๐Ÿ Cross-Pollinator (9) ๐Ÿƒ Academic Marathon (21) ๐ŸŒ‰ Interdisciplinary Bridge ๐ŸŒ Conference Polyglot (15) ๐Ÿ—บ๏ธ Taxonomy Completionist (17) ๐Ÿงญ Keyword Pioneer ๐ŸŒŸ Keyword Trendsetter Combo (4) ๐Ÿ  Conference Loyalist (33) ๐Ÿ”ฌ Deep Specialist (16) ๐Ÿงฌ Topic Evolution ๐Ÿ† Keyword Champion (2) ๐Ÿ‘ฅ Mega-Team (50) ๐Ÿค Dynamic Duo (18) โ“ The Questioner (4) ๐Ÿ—ƒ๏ธ Keyword Collector (425) ๐Ÿ’Ž Century Club (148) ๐Ÿ“ˆ Trend Setter ๐Ÿš€ Conference Pioneer ๐Ÿ”ฅ Unstoppable (22) โšก Prolific Year (6)

Conferences

ACL (49) EMNLP (33) NAACL (29) EACL (9) IJCNLP (6) CVPR (5) AAAI (4) COLING (4) AACL (2) CONLL (2) NIPS (2) SEMEVAL (2) ECCV (1) ICLR (1) INTERSPEECH (1)

Top co-authors

Marianna Apidianaki (18) Benjamin Van Durme (16) Li Zhang (16) Ellie Pavlick (15) Liam Dugan (14) Daphne Ippolito (13) Qing Lyu (12) Ajay Patel (12) Yue Yang (11) Mark Yatskar (10)

Research topics

Education (4)

Keywords

large language model (26) language model (13) text generation (10) multimodal learning (6) zero-shot learning (6) machine translation (5) text classification (5) synthetic data generation (5) text summarization (4) question generation (4) word embedding (4) few-shot learning (4) machine-generated text detection (4) natural language understanding (4) prompt engineering (4) vision-language model (4) question answering (4) semantic analysis (3) code generation (3) cross-lingual transfer (3)

Papers

LaTeX2Layout: High-Fidelity, Scalable Document Layout Annotation Pipeline for Layout Detection AAAI 2026
Toward Beginner-Friendly LLMs for Language Learning: Controlling Difficulty in Conversation EACL 2026
Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims EMNLP 2025
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025
Concept Lancet: Image Editing with Compositional Representation Transplant CVPR 2025
Calibrating Large Language Models with Sample Consistency AAAI 2025
GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025
mStyleDistance: Multilingual Style Embeddings and their Evaluation ACL 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025
ViUniT: Visual Unit Tests for More Robust Visual Programming CVPR 2025
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors ACL 2024
PaCE: Parsimonious Concept Engineering for Large Language Models NIPS 2024
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer AAAI 2024
PDDLEGO: Iterative Planning in Textual Environments NAACL 2024
This Land is Your, My Land: Evaluating Geopolitical Bias in Language Models through Territorial Disputes NAACL 2024
Uncovering Differences in Persuasive Language in Russian versus English Wikipedia EMNLP 2024
BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval Augmented Generation EMNLP 2024
MiRAGeNews: Multimodal Realistic AI-Generated News Detection EMNLP 2024
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings EMNLP 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems EMNLP 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
CoMo: Controllable Motion Generation through Language Guided Pose Code Editing ECCV 2024
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024
Evaluating Vision-Language Models on Bistable Images ACL 2024
PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts EACL 2024
Choice-75: A Dataset on Decision Branching in Script Learning COLING 2024
Holodeck: Language Guided Generation of 3D Embodied AI Environments CVPR 2024
Faithful Chain-of-Thought Reasoning AACL 2023
Causal Reasoning of Entities and Events in Procedural Texts EACL 2023
Learn With Martian: A Tool For Creating Assignments That Can Write And Re-Write Themselves EACL 2023
Bidirectional Language Models Are Also Few-shot Learners ICLR 2023
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023
Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline Models INTERSPEECH 2023
Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text AAAI 2023
Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications EMNLP 2023
Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 2023
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale EMNLP 2023
Multilingual Bidirectional Unsupervised Translation through Multilingual Finetuning and Back-Translation EACL 2023
FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information ACL 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL 2023
I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons ACL 2023
Human-in-the-loop Schema Induction ACL 2023
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023
Improving Mathematics Tutoring With A Code Scratchpad ACL 2023
Enhancing Human Summaries for Question-Answer Generation in Education ACL 2023
Automatically Generated Summaries of Video Lectures May Enhance Studentsโ€™ Learning Experience ACL 2023
Exploring the Curious Case of Code Prompts ACL 2023
Representation of Lexical Stylistic Features in Language Modelsโ€™ Embedding Space ACL 2023
Faithful Chain-of-Thought Reasoning IJCNLP 2023
Deduplicating Training Data Makes Language Models Better ACL 2022
A Recipe for Arbitrary Text Style Transfer with Large Language Models ACL 2022
A Feasibility Study of Answer-Agnostic Question Generation for Education ACL 2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022
Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection EMNLP 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence EMNLP 2022
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022
The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank NAACL 2022
Is โ€œMy Favorite New Movieโ€ My Favorite Movie? Probing the Understanding of Recursive Noun Phrases NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
BiSECT: Learning to Split and Rephrase Sentences with Bitexts EMNLP 2021
โ€œWikilyโ€ Supervised Neural Translation Tailored to Cross-Lingual Tasks EMNLP 2021
Visual Goal-Step Inference using wikiHow EMNLP 2021
GooAQ: Open Question Answering with Diverse Answer Types EMNLP 2021
Cultural and Geographical Influences on Image Translatability of Words across Languages NAACL 2021
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System NAACL 2021
TopGuNN: Fast NLP Training Data Augmentation using Large Corpora NAACL 2021
Intent Detection with WikiHow AACL 2020
Automatic Detection of Generated Text is Easiest when Humans are Fooled ACL 2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow EMNLP 2020
RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text EMNLP 2020
Resolving Pronouns in Twitter Streams: Context can Help! COLING 2020
Toward Better Storylines with Sentence-Level Language Models ACL 2020
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification NAACL 2019
Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims NAACL 2019
Unsupervised Hierarchical Story Infilling NAACL 2019
Winter is here: Summarizing Twitter Streams related to Pre-Scheduled Events ACL 2019
PerspectroScope: A Window to the World of Diverse Perspectives ACL 2019
Comparison of Diverse Decoding Methods from Conditional Language Models ACL 2019
ChatEval: A Tool for Chatbot Evaluation NAACL 2019
Comparing Constraints for Taxonomic Organization NAACL 2018
Learning Translations via Images with a Massively Multilingual Image Dataset ACL 2018
Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation NAACL 2018
Learning Scalar Adjective Intensity from Paraphrases EMNLP 2018
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018
Simplification Using Paraphrases and Context-Based Lexical Substitution NAACL 2018
The Language of Place: Semantic Value from Geospatial Context EACL 2017
Learning Translations via Matrix Completion EMNLP 2017
KnowYourNyms? A Game of Semantic Relationships EMNLP 2017
Sentential Paraphrasing as Black-Box Machine Translation NAACL 2016
Tense Manages to Predict Implicative Behavior in Verbs EMNLP 2016
The Gun Violence Database: A new task and data set for NLP EMNLP 2016
Clustering Paraphrases by Word Sense NAACL 2016
Simple PPDB: A Paraphrase Database for Simplification ACL 2016
Most โ€œbabiesโ€ are โ€œlittleโ€ and most โ€œproblemsโ€ are โ€œhugeโ€: Compositional Entailment in Adjective-Nouns ACL 2016
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing EMNLP 2015
PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification ACL 2015
FrameNet+: Fast Paraphrastic Tripling of FrameNet ACL 2015
Domain-Specific Paraphrase Extraction ACL 2015
Adding Semantics to Data-Driven Paraphrasing ACL 2015
Adding Semantics to Data-Driven Paraphrasing IJCNLP 2015
Domain-Specific Paraphrase Extraction IJCNLP 2015
FrameNet+: Fast Paraphrastic Tripling of FrameNet IJCNLP 2015
PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification IJCNLP 2015
Cost Optimization in Crowdsourcing Translation: Low cost translations made even cheaper NAACL 2015
Crowdsourcing for NLP NAACL 2015
SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT) SEMEVAL 2015
Hallucinating Phrase Translations for Low Resource MT CONLL 2014
PARADIGM: Paraphrase Diagnostics through Grammar Matching EACL 2014
Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors ACL 2014
A Lightweight and High Performance Monolingual Word Aligner ACL 2013
Dirt Cheap Web-Scale Parallel Text from the Common Crawl ACL 2013
Supervised Bilingual Lexicon Induction with Multiple Monolingual Signals NAACL 2013
PPDB: The Paraphrase Database NAACL 2013
Answer Extraction as Sequence Tagging with Tree Edit Distance NAACL 2013
Semi-Markov Phrase-Based Monolingual Alignment EMNLP 2013
PARMA: A Predicate Argument Aligner ACL 2013
Expectations of Word Sense in Parallel Corpora NAACL 2012
Machine Translation of Arabic Dialects NAACL 2012
Monolingual Distributional Similarity for Text-to-Text Generation SEMEVAL 2012
Toward Statistical Machine Translation without Parallel Corpora EACL 2012
Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation EMNLP 2011
Incremental Syntactic Language Models for Phrase-based Translation ACL 2011
Crowdsourcing Translation: Professional Quality from Non-Professionals ACL 2011
The Arabic Online Commentary Dataset: an Annotated Dataset of Informal Arabic with High Dialectal Content ACL 2011
Stream-based Translation Models for Statistical Machine Translation NAACL 2010
Predicting Human-Targeted Translation Edit Rate via Untrained Human Annotators NAACL 2010
Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation ACL 2010
Cheap, Fast and Good Enough: Automatic Speech Recognition with Non-Expert Transcription NAACL 2010
Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences CONLL 2009
Demonstration of Joshua: An Open Source Toolkit for Parsing-based Machine Translation IJCNLP 2009
Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases EMNLP 2009
Fast, Cheap, and Creative: Evaluating Translation Quality Using Amazonโ€™s Mechanical Turk EMNLP 2009
Feasibility of Human-in-the-loop Minimum Error Rate Training EMNLP 2009
Demonstration of Joshua: An Open Source Toolkit for Parsing-based Machine Translation ACL 2009
ParaMetric: An Automatic Evaluation Metric for Paraphrasing COLING 2008
Syntactic Constraints on Paraphrases Extracted from Parallel Corpora EMNLP 2008
Moses: Open Source Toolkit for Statistical Machine Translation ACL 2007
Re-evaluating the Role of Bleu in Machine Translation Research EACL 2006
Improved Statistical Machine Translation Using Paraphrases NAACL 2006
Paraphrasing with Bilingual Parallel Corpora ACL 2005
Proceedings of the ACL Student Research Workshop ACL 2005
Scaling Phrase-Based Statistical Machine Translation to Larger Corpora and Longer Phrases ACL 2005
Statistical Machine Translation with Word- and Sentence-Aligned Parallel Corpora ACL 2004