Vivek Srikumar

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals.

[BibT_eX]

[DOI]

Khyathi Raghavi Chandu

Sameer Singh

Noah A. Smith

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

LogFlux: A Software Suite for Replicating Results in Automated Log Parsing.

[BibT_eX]

[DOI]

Guineng Zheng

Robert Ricci

Giambattista Parascandolo

Proceedings of the 2nd ACM Conference on Reproducibility and Replicability, 2024

2023

TopoBERT: Exploring the topology of fine-tuned word representations.

[BibT_eX]

[DOI]

Inf. Vis., July, 2023

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

[BibT_eX]

[DOI]

Bartlomiej Bojanowski

Christopher D. Manning

Daniel Moseguí González

Eunice Engefu Manyasi

Evgenii Zheltonozhskii

Fanyue Xia

Fatemeh Siar

Fernando Martínez-Plumed

Giorgio Mariani

Gloria Wang

Gonzalo Jaimovitch-López

Jaime Fernández Fisac

Jascha Sohl-Dickstein

José Hernández-Orallo

Karthik Gopalakrishnan

Lidia Contreras Ochando

Louis-Philippe Morency

María José Ramírez-Quintana

Michael I. Ivanitskiy

Neta Gur-Ari Krakover

Nitish Shirish Keskar

Pablo Antonio Moreno Casares

Pegah Alipoormolabashi

Shyamolima (Shammie) Debnath

Sneha Priscilla Makini

Yadollah Yaghoobzadeh

Trans. Mach. Learn. Res., 2023

The Integer Linear Programming Inference Cookbook.

[BibT_eX]

[DOI]

CoRR, 2023

AGRO: Adversarial discovery of error-prone Groups for Robust Optimization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning Semantic Role Labeling from Compatible Label Sequences.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

TempTabQA: Temporal Question Answering for Semi-Structured Tables.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

METAPROBE: A Representation- and Task-Agnostic Probe.

[BibT_eX]

[DOI]

Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023

Elaboration-Generating Commonsense Question Answering at Scale.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Verifying Annotation Agreement without Multiple Experts: A Case Study with Gujarati SNACS.

[BibT_eX]

[DOI]

Maitrey Mehta

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Logic-driven Indirect Supervision: An Application to Crisis Counseling.

[BibT_eX]

[DOI]

Mattia Medina Grespan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

Reinforced Clarification Question Generation with Defeasibility Rewards for Disambiguating Social and Moral Situations.

[BibT_eX]

[DOI]

CoRR, 2022

A Closer Look at How Fine-tuning Changes BERT.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

PYLON: A PyTorch Framework for Learning with Constraints.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories.

[BibT_eX]

[DOI]

Jakob Prange

Nathan Schneider

Trans. Assoc. Comput. Linguistics, 2021

Database Workload Characterization with Query Plan Encoders.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays.

[BibT_eX]

[DOI]

Ricardo Bigolin Lanfredi

Mingyuan Zhang

William F. Auffermann

CoRR, 2021

VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations.

[BibT_eX]

[DOI]

Chin-Chia Michael Yeh

Junpeng Wang

Wei Zhang

Bei Wang

CoRR, 2021

An Interactive Visual Demo of Bias Mitigation Techniques for Word Representations From a Geometric Perspective.

[BibT_eX]

[DOI]

Chin-Chia Michael Yeh

Junpeng Wang

Wei Zhang

Bei Wang

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

DirectProbe: Studying Representations without Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Incorporating External Knowledge to Enhance Tabular Reasoning.

[BibT_eX]

[DOI]

J. Neeraja

Vivek Gupta

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Visual Tour of Bias Mitigation Techniques for Word Representations.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study.

[BibT_eX]

[DOI]

Mattia Medina Grespan

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

X-Fact: A New Benchmark Dataset for Multilingual Fact Checking.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

BERT & Family Eat Word Salad: Experiments with Text Understanding.

[BibT_eX]

[DOI]

Giorgi Kvernadze

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

UnQovering Stereotyping Biases via Underspecified Questions.

[BibT_eX]

[DOI]

CoRR, 2020

A Simple Global Neural Discourse Parser.

[BibT_eX]

[DOI]

CoRR, 2020

UNQOVERing Stereotypical Biases via Underspecified Questions.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Secrets in Source Code: Reducing False Positives using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

Learning Constraints for Structured Prediction Using Rectifier Networks.

[BibT_eX]

[DOI]

Xingyuan Pan

Maitrey Mehta

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Structured Tuning for Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

INFOTABS: Inference on Tables as Semi-structured Data.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

On Measuring and Mitigating Biased Inferences of Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

NLIZE: A Perturbation-Driven Visual Interrogation Tool for Analyzing and Interpreting Natural Language Inference Models.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

Learning In Practice: Reasoning About Quantization.

[BibT_eX]

[DOI]

CoRR, 2019

Beyond Context: A New Perspective for Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

A Logic-Driven Framework for Consistency of Neural Models.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

On the Limits of Learning to Actively Learn Semantic Representations.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring.

[BibT_eX]

[DOI]

Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 2019

Augmenting Neural Networks with First-order Logic.

[BibT_eX]

[DOI]

Tao Li

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Visual Exploration of Semantic Relationships in Neural Word Embeddings.

[BibT_eX]

[DOI]

Shusen Liu

Peer-Timo Bremer

Jayaraman J. Thiagarajan

IEEE Trans. Vis. Comput. Graph., 2018

Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration.

[BibT_eX]

[DOI]

Anirban Nag

Rajeev Balasubramonian

IEEE Micro, 2018

Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration.

[BibT_eX]

[DOI]

Anirban Nag

Ali Shafiee

Rajeev Balasubramonian

Naveen Muralimanohar

CoRR, 2018

CogCompNLP: Your Swiss Army Knife for NLP.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Learning to Speed Up Structured Output Prediction.

[BibT_eX]

[DOI]

Xingyuan Pan

Proceedings of the 35th International Conference on Machine Learning, 2018

Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Comprehensive Supersense Disambiguation of English Prepositions and Possessives.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Adposition Supersenses v2.

[BibT_eX]

[DOI]

CoRR, 2017

Coping with Construals in Broad-Coverage Semantic Annotation of Adpositions.

[BibT_eX]

[DOI]

CoRR, 2017

Double Trouble: The Problem of Construal in Semantic Annotation of Adpositions.

[BibT_eX]

[DOI]

Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

An Algebra for Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

A corpus of preposition supersenses in English web reviews.

[BibT_eX]

[DOI]

CoRR, 2016

Continuous Kernel Learning.

[BibT_eX]

[DOI]

John Moeller

Sarathkrishna Swaminathan

Suresh Venkatasubramanian

Dustin Webb

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Is Sentiment in Movies the Same as Sentiment in Psychotherapy? Comparisons Using a New Psychotherapy Sentiment Database.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

EDISON: Feature Extraction for NLP, Simplified.

[BibT_eX]

[DOI]

Mark Sammons

Christos Christodoulopoulos

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars.

[BibT_eX]

[DOI]

Ali Shafiee

Anirban Nag

Naveen Muralimanohar

Rajeev Balasubramonian

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Expressiveness of Rectifier Networks.

[BibT_eX]

[DOI]

Xingyuan Pan

Proceedings of the 33nd International Conference on Machine Learning, 2016

Exploiting Sentence Similarities for Better Alignments.

[BibT_eX]

[DOI]

Tao Li

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

A Corpus of Preposition Supersenses.

[BibT_eX]

[DOI]

Proceedings of the 10th Linguistic Annotation Workshop held in conjunction with ACL 2016, 2016

2015

IllinoisSL: A JAVA Library for Structured Prediction.

[BibT_eX]

[DOI]

CoRR, 2015

Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2015

RhymeDesign: A Tool for Analyzing Sonic Devices in Poetry.

[BibT_eX]

[DOI]

Nina McCurdy

Miriah D. Meyer

Proceedings of the Fourth Workshop on Computational Linguistics for Literature, 2015

A Hierarchy with, of, and for Preposition Supersenses.

[BibT_eX]

[DOI]

Proceedings of The 9th Linguistic Annotation Workshop, 2015

2014

Learning Distributed Representations for Structured Output Prediction.

[BibT_eX]

[DOI]

Christopher D. Manning

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Modeling Biological Processes for Reading Comprehension.

[BibT_eX]

[DOI]

Christopher D. Manning

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Correcting Grammatical Verb Errors.

[BibT_eX]

[DOI]

Alla Rozovskaya

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

WOLFE: Strength Reduction and Approximate Programming for Probabilistic Programming.

[BibT_eX]

[DOI]

Proceedings of the Statistical Relational Artificial Intelligence, 2014

2013

The semantics of role labeling

[BibT_eX]

[DOI]

PhD thesis, 2013

Modeling Semantic Relations Expressed by Prepositions.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2013

An Inventory of Preposition Relations

[BibT_eX]

[DOI]

CoRR, 2013

Multi-core Structural SVM Training.

[BibT_eX]

[DOI]

Kai-Wei Chang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Margin-based Decomposed Amortized Inference.

[BibT_eX]

[DOI]

Gourab Kundu

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Predicting Structures in NLP: Constrained Conditional Models and Integer Linear Programming in NLP.

[BibT_eX]

[DOI]

Dan Goldwasser

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Pipelines).

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

On Amortizing Inference Cost for Structured Prediction.

[BibT_eX]

[DOI]

Gourab Kundu

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Learning shared body plans.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Structured prediction with indirect supervision.

[BibT_eX]

[DOI]

Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

A Joint Model for Extended Semantic Role Labeling.

[BibT_eX]

[DOI]