Vivek Srikumar

Distillation versus Contrastive Learning: How to Train Your Rerankers IJCNLP 2025 Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate IJCNLP 2025 LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ACL 2025 State Space Models are Strong Text Rerankers NAACL 2025 Understanding the Logic of Direct Preference Alignment through Logic ICML 2025 Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024 In-Context Example Ordering Guided by Label Distributions NAACL 2024 Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024 Promptly Predicting Structures: The Return of Inference NAACL 2024 Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness NAACL 2024 AGRO: Adversarial discovery of error-prone Groups for Robust Optimization ICLR 2023 ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ACL 2023 Don’t Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text ACL 2023 Elaboration-Generating Commonsense Question Answering at Scale ACL 2023 Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023 Logic-driven Indirect Supervision: An Application to Crisis Counseling ACL 2023 METAPROBE: A Representation- and Task-Agnostic Probe EMNLP 2023 TempTabQA: Temporal Question Answering for Semi-Structured Tables EMNLP 2023 Verifying Annotation Agreement without Multiple Experts: A Case Study with Gujarati SNACS ACL 2023 A Closer Look at How Fine-tuning Changes BERT ACL 2022 Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches NAACL 2022 PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022 Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022 Automatic Entity State Annotation using the VerbNet Semantic Parser EMNLP 2021 BERT & Family Eat Word Salad: Experiments with Text Understanding AAAI 2021 DirectProbe: Studying Representations without Classifiers NAACL 2021 Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study IJCAI 2021 Incorporating External Knowledge to Enhance Tabular Reasoning NAACL 2021 OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings EMNLP 2021 Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords EMNLP 2021 X-Fact: A New Benchmark Dataset for Multilingual Fact Checking ACL 2021 INFOTABS: Inference on Tables as Semi-structured Data ACL 2020 Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020 On Measuring and Mitigating Biased Inferences of Word Embeddings AAAI 2020 Sprucing up Supersenses: Untangling the Semantic Clusters of Accompaniment and Purpose COLING 2020 Structured Tuning for Semantic Role Labeling ACL 2020 UNQOVERing Stereotyping Biases via Underspecified Questions EMNLP 2020 A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019 Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring CoNLL 2019 Augmenting Neural Networks with First-order Logic ACL 2019 Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes ACL 2019 On the Limits of Learning to Actively Learn Semantic Representations CoNLL 2019 Preparing SNACS for Subjects and Objects ACL 2019 Comprehensive Supersense Disambiguation of English Prepositions and Possessives ACL 2018 Learning to Speed Up Structured Output Prediction ICML 2018 Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension EMNLP 2018 An Algebra for Feature Extraction ACL 2017 Integer Linear Programming formulations in Natural Language Processing EACL 2017 Exploiting Sentence Similarities for Better Alignments EMNLP 2016 Expressiveness of Rectifier Networks ICML 2016 Correcting Grammatical Verb Errors EACL 2014 Learning Distributed Representations for Structured Output Prediction NeurIPS 2014 Modeling Biological Processes for Reading Comprehension EMNLP 2014 Margin-based Decomposed Amortized Inference ACL 2013 On Amortizing Inference Cost for Structured Prediction EMNLP 2012 Predicting Structures in NLP: Constrained Conditional Models and Integer Linear Programming in NLP NAACL 2012 A Joint Model for Extended Semantic Role Labeling EMNLP 2011 Discriminative Learning over Constrained Latent Representations NAACL 2010 Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution ACL 2008