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← Authors

Vikas Yadav

25 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+10 more ↓ πŸƒ Academic Marathon (7) 🌍 Conference Polyglot (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (47) 🀝 Dynamic Duo (10) 🧬 Topic Evolution πŸ”₯ Unstoppable (5) ❓ The Questioner πŸ’Ž Century Club (23) πŸ—ƒοΈ Keyword Collector (108) ⚑ Prolific Year (5)

Conferences

NAACL (8) EMNLP (6) COLING (4) ACL (3) AAAI (1) ICLR (1) IJCNLP (1) SEMEVAL (1)

Top co-authors

Mihai Surdeanu (10) Sathwik Tejaswi Madhusudhan (8) Steven Bethard (8) Masoud Hashemi (5) Razvan-Gabriel Dumitru (4) Rishabh Maheshwary (4) Vijay Srinivasan (3) Hongxia Jin (3) Zheng Tang (3) Jun Yan (2)

Keywords

large language model (12) unsupervised learning (4) synthetic datum (2) question answering (2) benchmark evaluation (2) model compression (2) sentence selection (2) multi-hop question answering (2) named entity recognition (2) evidence retrieval (2) multi-hop reasoning (2) mathematical reasoning (2) knowledge distillation (1) direct preference optimization (1) uncertainty quantification (1) probabilistic modeling (1) curriculum learning (1) unsupervised clustering (1) reinforcement learning (1) cross-lingual transfer (1)

Papers

Grammar Search for Multi-Agent Systems ACL 2026 DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026 Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages NAACL 2025 M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models NAACL 2025 Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs ACL 2025 Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models COLING 2025 Revitalizing Saturated Benchmarks: A Weighted Metric Approach for Differentiating Large Language Model Performance NAACL 2025 CopySpec: Accelerating LLMs with Speculative Copy-and-Paste EMNLP 2025 Diverse Multi-tool Aggregation with Large Language Models for Enhanced Math Reasoning EMNLP 2025 ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025 Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework NAACL 2025 AlpaGasus: Training a Better Alpaca with Fewer Data ICLR 2024 Explicit over Implict: Explicit Diversity Conditions for Effective Question Answer Generation COLING 2024 Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy EMNLP 2024 Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024 Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection NAACL 2024 Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022 If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering NAACL 2021 Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering ACL 2020 Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering IJCNLP 2019 Alignment over Heterogeneous Embeddings for Question Answering NAACL 2019 Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering EMNLP 2019 University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities SEMEVAL 2019 Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models NAACL 2019 A Survey on Recent Advances in Named Entity Recognition from Deep Learning models COLING 2018