← Authors

Vivek Srikumar

64 papers · 2008–2025 · 13 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (105) 🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (17) 🌟 Keyword Trendsetter Combo (3) πŸ”¬ Deep Specialist (10) πŸ† Keyword Champion πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (13) πŸ’Ž Century Club (63) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (266) ⚑ Prolific Year (6)

Conferences

ACL (19) EMNLP (15) NAACL (9) IJCNLP (4) AAAI (3) CONLL (3) ICML (3) AACL (2) EACL (2) COLING (1) ICLR (1) IJCAI (1) NIPS (1)

Top co-authors

Tao Li (13) Dan Roth (10) Ashim Gupta (10) Maitrey Mehta (9) Vivek Gupta (7) Zhichao Xu (7) Yichu Zhou (5) Jena D. Hwang (4) Nathan Schneider (4) Omri Abend (3)

Research topics

Linguistics (1)

Keywords

natural language inference (10) large language model (5) text classification (5) information retrieval (4) transfer learning (4) semantic role labeling (4) structured prediction (4) embedding space (3) zero-shot learning (3) neural network (3) semantic parsing (3) knowledge distillation (3) multi-task learning (3) contextualized embedding (3) representation learning (2) semantic analysis (2) multi-label classification (2) question answering (2) temporal reasoning (2) relation extraction (2)

Papers

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